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12 pages, 7006 KiB  
Article
Visual Representations of Older People’s Sexuality in Popular Cartoons
by Eugène Loos and Ateret Gewirtz-Meydan
Societies 2024, 14(12), 263; https://doi.org/10.3390/soc14120263 - 9 Dec 2024
Viewed by 613
Abstract
This study explores the portrayal of older adults’ sexuality in popular cartoons, a medium often overlooked in discussions about aging and sexual representation. The research examines how visual and textual signs in cartoons produce humor by reinforcing stereotypes and normalizing judgments about later-life [...] Read more.
This study explores the portrayal of older adults’ sexuality in popular cartoons, a medium often overlooked in discussions about aging and sexual representation. The research examines how visual and textual signs in cartoons produce humor by reinforcing stereotypes and normalizing judgments about later-life sexual behavior. Using a visual social semiotic approach, the study analyzes a selection of cartoons, focusing on how these depictions reflect societal attitudes towards aging and sexuality. The findings reveal that older individuals are often portrayed in a stigmatized manner, with their sexual desires and activities depicted as either comical or abnormal. This contributes to the marginalization of older adults in sexual discourse and perpetuates ageist stereotypes. The study concludes that while these representations may appear harmless, they play a significant role in shaping public perceptions and can negatively impact the self-image and sexual well-being of older individuals. Future research should further investigate how older adults perceive these portrayals and their implications for societal attitudes towards aging and sexuality. Full article
14 pages, 1296 KiB  
Article
Exploring the Impact of Visual Perception and Taste Experience on Consumers’ Acceptance of Suboptimal Fresh Produce
by Efrat Elimelech, Eyal Ert, Yael Parag and Guy Hochman
Sustainability 2024, 16(7), 2698; https://doi.org/10.3390/su16072698 - 25 Mar 2024
Cited by 3 | Viewed by 1875
Abstract
Consumers’ tendency to avoid purchasing cosmetically “suboptimal” fruits and vegetables has been widely recognized as a significant contributor to food waste. However, the mechanisms that shape and influence this tendency remain largely unknown. The current study evaluates the impact of visual perception and [...] Read more.
Consumers’ tendency to avoid purchasing cosmetically “suboptimal” fruits and vegetables has been widely recognized as a significant contributor to food waste. However, the mechanisms that shape and influence this tendency remain largely unknown. The current study evaluates the impact of visual perception and taste experience on willingness to purchase and quality perceptions of fresh produce, focusing on two types of suboptimality: small size and abnormal shape. The study employed a 3 × 2 between-subjects factorial design in which participants indicated their perceived quality and willingness to purchase suboptimal tomatoes and sweet peppers in three informational conditions: viewing the vegetable picture (no taste), view then taste (participants tasted a slice after viewing the vegetable picture), and taste then view. The results revealed that, as expected, the abnormally shaped vegetable was judged less favorably than the normal one. The small-sized vegetable was judged more favorably than the regular one, in contrast to the current size regulations applied by retailers. Tasting significantly increased people’s willingness to purchase the abnormally shaped produce, but had no effect on the willingness to purchase the abnormally sized produce, nor did it impact the perceived quality of the abnormal products. This study highlights consumer bias towards aesthetic qualities and suggests that direct taste experiences can alter perceptions towards accepting visually imperfect produce, thereby contributing to sustainability and food-waste reduction efforts. Full article
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<p>Study hypotheses.</p>
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<p>Stimuli presented during each trial. The order of trials (vegetable type) was counterbalanced across participants. The green arrow indicates the vegetable to which the participant was asked to refer, depending on the experimental condition.</p>
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<p>Mean willingness to purchase suboptimal and optimal vegetables in each of the experimental conditions.</p>
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<p>Mean quality perception of suboptimal and optimal vegetables in each of the experimental conditions.</p>
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<p>Mean willingness to taste suboptimal and optimal vegetables, in the ‘View-then-Taste’ condition.</p>
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14 pages, 4499 KiB  
Review
Assessing Optimal Cell Counts in Sperm Shape Abnormality Assays in Rodents
by Elizandra Cardoso, Maria da Luz Mathias, Rita I. Monarca and Sofia I. Gabriel
Animals 2023, 13(21), 3324; https://doi.org/10.3390/ani13213324 - 26 Oct 2023
Viewed by 1468
Abstract
Rodents have been the preferred models for the evaluation of the toxicity of pollutants and drugs and their genotoxic effects, including sperm shape abnormalities. The scientific literature is dominated by studies conducted with model animals in laboratory conditions, but a generally accepted and [...] Read more.
Rodents have been the preferred models for the evaluation of the toxicity of pollutants and drugs and their genotoxic effects, including sperm shape abnormalities. The scientific literature is dominated by studies conducted with model animals in laboratory conditions, but a generally accepted and standardized protocol addressing the optimal number of sperm cells to count is still lacking. In this study, we reviewed the literature regarding the number of counted sperm cells in such assessments, published from 1969 to 2023. To infer the number of counts providing the best cost/benefit regarding the robustness of the assay results, a new dataset involving the analysis of two populations of wild rodents was produced. We evaluated the frequency of sperm shape abnormalities in a total of 50 wild brown rats (Rattus norvegicus) captured in two port cities, aiming to detect the impact of differential sperm cell counts in the obtained results. During necropsy, the fresh epididymis tail of adult male rats was excised, and sperm cells were fixated in slides. For each animal, a total of 300, 500, 1000, and 2000 cells were sequentially counted, and head abnormalities were registered. Counting 300 sperm cells failed to detect significant differences between groups and 500 counts resulted in marginally significant differences. Only when 1000 or 2000 sperm cells were counted, significant differences emerged between groups. We propose that studies addressing sperm shape abnormalities should standardize counts to an optimal value of 1000 cells per animal, warranting robust statistical results while providing the best compromise concerning labor time. Full article
(This article belongs to the Section Animal Reproduction)
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<p>Flowchart illustrating the literature selection and review process.</p>
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<p>Evolution of the number of cells counted in published papers, by decade, between 1969 and June 2023, to assess genotoxic effects in rodents.</p>
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<p>World heat map showing the sum of publications originated in each country [1969–June 2023]. Bar plots illustrate the distribution of publications through the years in each continent. Note: Oceania is not included in this temporal analysis because a single publication originated from this continent.</p>
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<p>Number of abnormal sperm cells detected per animal in 300, 500, 1000, and 2000 cell counts, in <span class="html-italic">Rattus norvegicus</span> from Lisbon and Ponta Delgada; Mann–Whitney U test: NS. non-significant, * <span class="html-italic">p</span> ≤ 0.05; ** <span class="html-italic">p</span> ≤ 0.01; *** <span class="html-italic">p</span> ≤ 0.001).</p>
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22 pages, 1700 KiB  
Article
Recovery and Characterization of Spermatozoa in a Neotropical, Terrestrial, Direct-Developing Riparian Frog (Craugastor evanesco) through Hormonal Stimulation
by Yineska Otero, Natalie E. Calatayud, Igli D. Arcia, Denise Mariscal, Diego Samaniego, Dionel Rodríguez, Karina Rodríguez, Jorge Guerrel, Roberto Ibáñez and Gina Della Togna
Animals 2023, 13(17), 2689; https://doi.org/10.3390/ani13172689 - 22 Aug 2023
Cited by 3 | Viewed by 1555
Abstract
The Vanishing Rainfrog (Craugastor evanesco) is an endemic and critically endangered frog species of Panama. It is suspected that 90% of the population has disappeared from the wild. Frogs were collected from the wild and brought to a Captive Breeding Program; [...] Read more.
The Vanishing Rainfrog (Craugastor evanesco) is an endemic and critically endangered frog species of Panama. It is suspected that 90% of the population has disappeared from the wild. Frogs were collected from the wild and brought to a Captive Breeding Program; however, accomplishing regular reproductive events for this species has been difficult. The objective of this study was to determine the effect of hormonal stimulation on the production and quality of C. evanesco spermatozoa, aiming to develop an efficient and safe sperm collection protocol as a tool to help reproduce this endangered species. Mature males received intra-peritoneal injections with one of six hormone treatments, including des-Gly10, D-Ala6, Pro-NHEt9—GnRH-A, Amphiplex or hCG. Urine samples were collected at 10 different time points post-injection. Quality assessments included sperm concentration, percentage motility, percentage forward progressive motility (FPM), osmolality, pH and morphology analysis. Our results indicate that the optimal treatment for the collection of highly concentrated sperm samples of C. evanesco is 4 µg/gbw GnRH, followed by Amphiplex and 2 µg/gbw GnRH as sub-optimal treatments and finally, 6 µg/gbw GnRH and 5 and 10 IU/gbw hCG as non-optimal treatments. GnRH-A at 4 μg/gbw and Amphiplex stimulated the production of samples with the highest sperm concentrations and quality, despite Amphiplex producing lower percentages of intact acrosome and tail. In contrast, hCG concentrations were not reliable inducers of sperm production, consistently showing lower concentrations, higher percentages of sperm abnormalities and more acidic spermic urine than that induced by Amphiplex and GnRH-A. Morphological assessments revealed that C. evanesco spermatozoa have a filiform shape with a large acrosome on the anterior part of an elongated head, a small midpiece and a long tail with two filaments joined together by an undulating membrane. Full article
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<p>An adult male <span class="html-italic">Craugastor evanesco</span> from the Panama Amphibian Rescue and Conservation Project. Photo by Brian Gratwicke.</p>
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<p>Hormonal stimulation and collection of <span class="html-italic">Craugastor evanesco</span> spermatozoa. (<b>A</b>) Intraperitoneal injection of hormonal treatments at a volume of 10 μL/gbw for each concentration. (<b>B</b>) Spermic urine collection by cloacal catheterization.</p>
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<p>Concentration during sperm production peaks after hormonal stimulation. Six hormone treatments (<span class="html-italic">n</span> = 7 per treatment) and two control treatments (no hormone, <span class="html-italic">n</span> = 4 per treatment). (<b>A</b>) Comparison of sperm concentration among all treatments and controls. (<b>B</b>) Sperm concentration during sperm production peak obtained after treatment with 10 IU/gbw hCG at a lower scale for visualization. Significant differences in treatments are indicated by the differential lettering. Values for all data were expressed as mean ± SD. Means were considered statistically different if <span class="html-italic">p</span> &lt; 0.05.</p>
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<p>Time and dose-dependent sperm concentration–response curves post hormone (<span class="html-italic">n</span> = 7 per treatment) and two control treatments (no hormone, <span class="html-italic">n</span> = 4 per treatment). Sperm concentration values for all time points were expressed as mean ± SD over 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 24, 28 and 48 h post-injection: (<b>A</b>) 2 μg/gbw GnRH-A, (<b>B</b>) 4 μg/gbw GnRH-A, (<b>C</b>) 6 μg/gbw GnRH-A, (<b>D</b>) 5 IU/gbw hCG, (<b>E</b>) 10 IU/gbw hCG, (<b>F</b>) 10 IU/gbw hCG at a lower scale for visualization and (<b>G</b>) Amphiplex.</p>
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<p>Percentage sperm motility (<b>A</b>) and sperm forward progressive motility (FPM; (<b>B</b>)) during sperm production peaks after stimulation with hormonal treatments (<span class="html-italic">n</span> = 7 per treatment). Significant differences in treatments are indicated by the differential lettering. Values for all data were expressed as mean ± SD. Means were considered statistically different if <span class="html-italic">p</span> &lt; 0.05.</p>
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<p>Osmolality of spermic urine during sperm production peaks after stimulation with hormonal treatments (<span class="html-italic">n</span> = 7 per treatment) and two control treatments (no hormone, <span class="html-italic">n</span> = 4 per treatment). Significant differences in treatments are indicated by the differential lettering. Values for all data were expressed as mean ± SD. Means were considered statistically different if <span class="html-italic">p</span> &lt; 0.05.</p>
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<p>Spermic urine pH measured during sperm production peaks after stimulation with hormonal treatments (<span class="html-italic">n</span> = 7 per treatment) and two control treatments (no hormone, <span class="html-italic">n</span> = 4 per treatment). Significant differences in treatments are indicated by the differential lettering. Values for all data were expressed as mean ± SD. Means were considered statistically different if <span class="html-italic">p</span> &lt; 0.05.</p>
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<p>Micrograph of <span class="html-italic">Craugastor evanesco</span> normal spermatozoa stained with Coomassie Blue (1000× magnification) showing the main structural features.</p>
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<p>Micrograph of <span class="html-italic">Craugastor evanesco</span> spermatozoa stained with Coomassie Blue (1000× magnification) showing the most common morphological abnormalities (arrows).</p>
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<p>Percentage of normal spermatozoa by morphological feature after stimulation with hormonal treatments (<span class="html-italic">n</span> = 7 per treatment). (<b>A</b>) Intact acrosome, (<b>B</b>) normal head and (<b>C</b>) normal tail. Values for all data were expressed as mean ± SD. Bars with different letters are statistically different (<span class="html-italic">p</span> &lt; 0.05).</p>
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<p>Average size (in μm) of head and tail of <span class="html-italic">C. evanesco</span> spermatozoa by hormonal treatment (<span class="html-italic">n</span> = 100). Values for all data were expressed as mean ± SD. Bars with different letters are statistically different (<span class="html-italic">p</span> &lt; 0.05).</p>
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13 pages, 1439 KiB  
Article
Factors Affecting Taiwanese Consumers’ Intention to Purchase Abnormally Shaped Produce
by Yen-Lun Su, Pongsakorn Ngamsom and Jen-Hung Wang
Sustainability 2023, 15(9), 7715; https://doi.org/10.3390/su15097715 - 8 May 2023
Cited by 1 | Viewed by 1857
Abstract
This study examines the effects of produce shape abnormality, organic labeling, and discounts on consumers’ intention to purchase produce. Two studies were conducted. In Study 1, a 3 (normal, moderate, and extreme shape abnormality) × 2 (with and without organic labeling) between-subjects design [...] Read more.
This study examines the effects of produce shape abnormality, organic labeling, and discounts on consumers’ intention to purchase produce. Two studies were conducted. In Study 1, a 3 (normal, moderate, and extreme shape abnormality) × 2 (with and without organic labeling) between-subjects design was used. In Study 2, a 2 (moderate and extreme shape abnormality) × 5 (discount: 30%, 40%, 50%, 60%, and 70%) between-subjects design was used. A total of 480 valid responses to questionnaires were collected. Study 1 revealed that the interaction between produce shape abnormality and organic labeling significantly affects purchase intention. Study 2 revealed that the interaction between produce shape abnormality and discount significantly affected purchase intentions. For a 30% discount, the results indicate no difference in intention to purchase moderately or extremely abnormally shaped produce. For 40%, 50%, 60%, and 70% discounts, intention to purchase moderately abnormally shaped produce was stronger than that for extremely abnormally shaped produce. This study discusses the implications of the findings, limitations, and recommendations for future research. Full article
(This article belongs to the Special Issue Healthy Eating and Sustainable Consumption in Foodservice Industry)
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<p>Experimental stimuli.</p>
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<p>Effects of produce shape abnormality and organic labeling on purchase intention.</p>
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<p>Effects of produce shape abnormality and discount on purchase intention.</p>
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15 pages, 50844 KiB  
Article
Natal Philopatry in a Long-Lived Species: The Return of Reproductive River Turtles Marked and Released as Hatchlings
by Roy D. Nagle, Travis J. Russell, Christopher J. Grant, Melissa Innerst and Seth J. Strawser
Diversity 2023, 15(3), 444; https://doi.org/10.3390/d15030444 - 17 Mar 2023
Viewed by 4404
Abstract
Natal philopatry—the return of an animal to its place of birth to reproduce—can shape population genetics and link essential habitats across generations, yet examples from long-term mark-recapture studies are rare. In this study, we observed 136 nests of Northern Map Turtles at Mount [...] Read more.
Natal philopatry—the return of an animal to its place of birth to reproduce—can shape population genetics and link essential habitats across generations, yet examples from long-term mark-recapture studies are rare. In this study, we observed 136 nests of Northern Map Turtles at Mount Union, Pennsylvania, between 2000 and 2008 and then individually marked and released 691 hatchling turtles into the Juniata River. During a recent six-year period (from 2017 to 2022), 46 of the hatchling-marked turtles (6.7%) returned to Mount Union as adult females to nest. The ages of these turtles ranged from 11–22 years at first recapture, and their mean age was 17 years. Forty-one hatchling-marked females came from observed nests with known mothers, and remarkably, just four (of 52) mothers produced over half of the returning females. The minimum ages of the oldest female turtles were estimated at 39 years, with reproductive lifetimes of at least 23 years. Our results indicate that a few long-lived Super Moms have made extraordinary contributions to hatchling recruitment and population viability of Northern Map Turtles of the Juniata River. The timing of release also had a significant influence on the probability of a turtle returning, with hatchlings released in May returning at a higher rate than those released earlier in the spring. In addition, morphological characteristics of hatchling-marked females suggest that factors causing shell shape abnormalities in adult turtles have not abated over the past two decades as previously theorized and likely involve exposure of juveniles to contaminants in the Juniata River rather than any maternal influence. Full article
(This article belongs to the Special Issue Reproductive Biology and Molecular Ecology of Turtles)
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<p>Map of our study site for Northern Map Turtles along the Juniata River at Mount Union, Pennsylvania. The white dashed line indicates the turtle exclusion fence adjacent to the highway, which forms the western border of the linear mitigation area of nesting habitat. The area to the south with a dotted interior is the coal tailings pile.</p>
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<p>Hatchling Northern Map Turtle marked AIJ by notching three marginal scutes with iridectomy scissors. The first right marginal scute is always “A,” following Nagle et al. [<a href="#B9-diversity-15-00444" class="html-bibr">9</a>].</p>
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<p>Adult female Northern Map Turtle AKO marked as a hatchling in 2007 and recaptured at age 14 on the coal pile. Curved notches are characteristic of adult turtles marked as hatchlings.</p>
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<p>Map showing the nest and capture locations of a Northern Map Turtle mother and her returning adult daughters at Mount Union, Pennsylvania. A yellow star indicates the initial nesting location of female ABHP in 2000 along the turtle fence; yellow dots show recapture locations of ABHP in 2020 and 2022 on the coal pile; and orange dots show the recapture locations of her seven adult daughters that returned in 2017–2022 at ages 17–22 on the coal pile.</p>
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16 pages, 7397 KiB  
Article
Selective Deeply Supervised Multi-Scale Attention Network for Brain Tumor Segmentation
by Azka Rehman, Muhammad Usman, Abdullah Shahid, Siddique Latif and Junaid Qadir
Sensors 2023, 23(4), 2346; https://doi.org/10.3390/s23042346 - 20 Feb 2023
Cited by 9 | Viewed by 2638
Abstract
Brain tumors are among the deadliest forms of cancer, characterized by abnormal proliferation of brain cells. While early identification of brain tumors can greatly aid in their therapy, the process of manual segmentation performed by expert doctors, which is often time-consuming, tedious, and [...] Read more.
Brain tumors are among the deadliest forms of cancer, characterized by abnormal proliferation of brain cells. While early identification of brain tumors can greatly aid in their therapy, the process of manual segmentation performed by expert doctors, which is often time-consuming, tedious, and prone to human error, can act as a bottleneck in the diagnostic process. This motivates the development of automated algorithms for brain tumor segmentation. However, accurately segmenting the enhanced and core tumor regions is complicated due to high levels of inter- and intra-tumor heterogeneity in terms of texture, morphology, and shape. This study proposes a fully automatic method called the selective deeply supervised multi-scale attention network (SDS-MSA-Net) for segmenting brain tumor regions using a multi-scale attention network with novel selective deep supervision (SDS) mechanisms for training. The method utilizes a 3D input composed of five consecutive slices, in addition to a 2D slice, to maintain sequential information. The proposed multi-scale architecture includes two encoding units to extract meaningful global and local features from the 3D and 2D inputs, respectively. These coarse features are then passed through attention units to filter out redundant information by assigning lower weights. The refined features are fed into a decoder block, which upscales the features at various levels while learning patterns relevant to all tumor regions. The SDS block is introduced to immediately upscale features from intermediate layers of the decoder, with the aim of producing segmentations of the whole, enhanced, and core tumor regions. The proposed framework was evaluated on the BraTS2020 dataset and showed improved performance in brain tumor region segmentation, particularly in the segmentation of the core and enhancing tumor regions, demonstrating the effectiveness of the proposed approach. Our code is publicly available. Full article
(This article belongs to the Special Issue Advances in Biomedical Sensing, Instrumentation and Systems)
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<p>Illustrations of brain tumor regions in an MRI slice from the BraTS 2020 database. From <b>left</b> to <b>right</b>: FLAIR, T1, T1ce, and T2 slices.</p>
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<p>The illustration of the preprocessing stage, which includes scan refinement and image enhancement using cropping and histogram equalization, respectively.</p>
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<p>Selective deeply supervised multi-scale attention network (SDS-MSA-Net) takes 2D and 3D inputs to segment three types of brain tumor regions. SDS-MSA-Net produces four outputs, which enable it to be trained with the selective deep supervision technique.</p>
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<p>Illustration of the architecture of Res block, Conv block, bridge block, DeConv block, and auxiliary block. (<b>a</b>) Res blocks and (<b>c</b>) bridge blocks are used in the 3D encoding unit to extract and to downscale the dimensions of the meaningful features, respectively; (<b>b</b>) Conv blocks are employed in the 2D encoding unit; (<b>d</b>) DeConv block is used in the decoder block to upscale the refined features; finally, (<b>e</b>) the auxiliary block employed in the SDS block to immediately upscale the features from intermediate layers of the decoder block to produce the segmentation mask of the selected brain tumor region(s).</p>
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<p>The schematic of the attention unit (AU) that uses additive attention is illustrated. AG is being utilized in the decoder block in the proposed SDS-MSA-Net (<a href="#sensors-23-02346-f003" class="html-fig">Figure 3</a>). The input features (<span class="html-italic">x</span>) are scaled with attention coefficients (<math display="inline"><semantics> <mi>α</mi> </semantics></math>) computed in AU. Spatial regions are selected by analyzing both the activations and contextual information provided by the gating signal (<span class="html-italic">g</span>), which is collected from a coarser scale. AUs are employed in the proposed MSA-Net at the decoder block to refine the coarse features coming from the encoder block.</p>
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<p>Learning curves for different training schemes.</p>
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<p>Results of SDS-MSA-Net compared with three downgraded variants (attention UNet, MS-CNN, and MSA-CNN). Note: Red, blue and green colors indicate the whole, core and enhanced tumor regions, respectively.</p>
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8 pages, 4847 KiB  
Proceeding Paper
Feasibility Study of Waste Gypsum as a Full Replacement for Fine Aggregates of Controlled Low-Strength Material
by Wei-Ting Lin, Kinga Korniejenko, Dariusz Mierzwiński, Michał Łach, An Cheng and Kae-Long Lin
Mater. Proc. 2023, 13(1), 19; https://doi.org/10.3390/materproc2023013019 - 14 Feb 2023
Cited by 1 | Viewed by 1453
Abstract
The waste gypsum used in this study was a by-product of petroleum coke burning by petrochemical companies which has been treated with hydration. The waste gypsum has been stored in the atmosphere for over ten years and can be considered an inert filler. [...] Read more.
The waste gypsum used in this study was a by-product of petroleum coke burning by petrochemical companies which has been treated with hydration. The waste gypsum has been stored in the atmosphere for over ten years and can be considered an inert filler. Its main chemical components were calcium sulfate dihydrate (47.90%), calcium hydroxide (21.64%) and calcium carbonate (14.80%). In this study, Portland cement and fly ash were used as cementitious materials, and waste gypsum of the particle size from 9.53 mm to 0.149 mm was selected as the fine aggregate to produce a controlled low-strength material (CLSM) and to verify the suitability of reusing waste gypsum. The water to binder ratio of 0.65 was used for the specimen. The test results showed that the CLSM specimen with a high amount of waste gypsum had air-hardening properties. The placement of the specimen in water caused abnormalities, such as cracking and disintegration of the specimens. The compressive strength of atmospherically maintained specimens increased with age, with 4.71 MPa and 6.08 MPa at 28 and 56 days, respectively. No significant changes in weight or volume were measured after the specimens had been left for 56 days and then immersed in seawater and water for 28 days. As specimens were immersed in seawater for up to 100 days, needle-shaped ettringite and C-S-H colloids filled the interface between the pores and the colloids. In accordance with the concept of eco-engineering, special consideration should be given to avoid long-term contact with water and to ensure the safety and durability of waste gypsum reuse through the design of multiple protective layers. Full article
(This article belongs to the Proceedings of 10th MATBUD’2023 Scientific-Technical Conference)
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<p>Appearance of waste gypsum.</p>
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<p>Appearance of the cracked specimen.</p>
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<p>Compressive strength histograms.</p>
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<p>Length change curves.</p>
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<p>Trend of length change between seawater and tap water (black line: seawater).</p>
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<p>Trend of weight change between seawater and tap water (black line: seawater).</p>
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<p>Appearance of the three immersed and exposed specimens.</p>
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<p>SEM photos (×3000).</p>
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26 pages, 7307 KiB  
Article
Antibacterial, Antioxidant Activities, GC-Mass Characterization, and Cyto/Genotoxicity Effect of Green Synthesis of Silver Nanoparticles Using Latex of Cynanchum acutum L
by Magda I. Soliman, Nada S. Mohammed, Ghada EL-Sherbeny, Fatmah Ahmed Safhi, Salha Mesfer ALshamrani, Amal A. Alyamani, Badr Alharthi, Safa H. Qahl, Najla Amin T. Al Kashgry, Sawsan Abd-Ellatif and Amira A. Ibrahim
Plants 2023, 12(1), 172; https://doi.org/10.3390/plants12010172 - 30 Dec 2022
Cited by 16 | Viewed by 3602
Abstract
Green synthesis of nanoparticles is receiving more attention these days since it is simple to use and prepare, uses fewer harsh chemicals and chemical reactions, and is environmentally benign. A novel strategy aims to recycle poisonous plant chemicals and use them as natural [...] Read more.
Green synthesis of nanoparticles is receiving more attention these days since it is simple to use and prepare, uses fewer harsh chemicals and chemical reactions, and is environmentally benign. A novel strategy aims to recycle poisonous plant chemicals and use them as natural stabilizing capping agents for nanoparticles. In this investigation, silver nanoparticles loaded with latex from Cynanchum acutum L. (Cy-AgNPs) were examined using a transmission electron microscope, FT-IR spectroscopy, and UV-visible spectroscopy. Additionally, using Vicia faba as a model test plant, the genotoxicity and cytotoxicity effects of crude latex and various concentrations of Cy-AgNPs were studied. The majority of the particles were spherical in shape. The highest antioxidant activity using DPPH was illustrated for CAgNPs (25 mg/L) (70.26 ± 1.32%) and decreased with increased concentrations of Cy-AGNPs. Antibacterial activity for all treatments was determined showing that the highest antibacterial activity was for Cy-AgNPs (50 mg/L) with inhibition zone 24 ± 0.014 mm against Bacillus subtilis, 19 ± 0.12 mm against Escherichia coli, and 23 ± 0.015 against Staphylococcus aureus. For phytochemical analysis, the highest levels of secondary metabolites from phenolic content, flavonoids, tannins, and alkaloids, were found in Cy-AgNPs (25 mg/L). Vicia faba treated with Cy-AgNPs- (25 mg/L) displayed the highest mitotic index (MI%) value of 9.08% compared to other Cy-AgNP concentrations (50–100 mg/L) and C. acutum crude latex concentrations (3%). To detect cytotoxicity, a variety of chromosomal abnormalities were used, including micronuclei at interphase, disturbed at metaphase and anaphase, chromosomal stickiness, bridges, and laggards. The concentration of Cy-AgNPs (25 mg/L) had the lowest level of chromosomal aberrations, with a value of 23.41% versus 20.81% for the control. Proteins from seeds treated with V. faba produced sixteen bands on SDS-PAGE, comprising ten monomorphic bands and six polymorphic bands, for a total percentage of polymorphism of 37.5%. Eight ISSR primers were employed to generate a total of 79 bands, 56 of which were polymorphic and 23 of which were common. Primer ISSR 14 has the highest level of polymorphism (92.86%), according to the data. Using biochemical SDS-PAGE and ISSR molecular markers, Cy-AgNPs (25 mg/L) showed the highest percentage of genomic template stability (GTS%), with values of 80% and 51.28%, respectively. The findings of this work suggest employing CyAgNPs (25 mg/L) in pharmaceutical purposes due to its highest content of bioactive compounds and lowest concentration of chromosomal abnormalities. Full article
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<p>UV–vis spectra of silver nanoparticles synthesized using <span class="html-italic">C. acutum</span> latex extract (Cy-AgNPs); initial AgNO<sub>3</sub> concentration, 1 mM.</p>
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<p>(<b>a</b>,<b>b</b>). Transmission electron micrograph of AgNPs synthesized loaded with <span class="html-italic">C. acutum</span> latex (Cy-AgNPs) and histogram of their size distribution.</p>
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<p>FTIR spectrum of <span class="html-italic">C. acutum</span> crude latex compared to that of synthesized AgNPs.</p>
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<p>Different bioactive constituents in <span class="html-italic">C. acutum</span> Latex and its different nanoparticle concentrations.</p>
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<p>Different heavy metals in <span class="html-italic">C. acutum</span> Latex and its different nanoparticle concentrations.</p>
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<p>Chart of GC Mass for <span class="html-italic">C. acutum</span> latex.</p>
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<p>Antioxidant activity of <span class="html-italic">C. acutum</span> crude latex (3%) and its different AgNP concentrations using DPPH. Bars with different letters indicate significant differences between treatments at <span class="html-italic">p</span> ≤ 0.05. Data are expressed as the mean of three replicates ± SDs.</p>
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<p>Antibacterial activity of <span class="html-italic">C. acutum</span> latex and different Cy-AgNP concentrations (25 and 50 mg/L) against different bacterial strains; Cy: 3% <span class="html-italic">C. acutum</span> latex; Std: gentamicin (10 μg) and C: negative control.</p>
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<p>Types of mitotic abnormalities resulting from treatments of <span class="html-italic">V. faba</span> root tips with crude latex and Cy-AgNPS concentrations. From (<b>A</b>–<b>F</b>) crude latex, (<b>A</b>) micronucleus at interphase stage, (<b>B</b>) disturbed at metaphase, (<b>C</b>) stickiness at metaphase, (<b>D</b>) ring at metaphase, (<b>E</b>) oblique at metaphase, and (<b>F</b>) star at metaphase. From (<b>G</b>–<b>L</b>) Cy-AgNPs (25 mg/L), (<b>G</b>) micronucleus at interphase, (<b>H</b>) non-congression at metaphase, (<b>I</b>) laggard at anaphase, (<b>J</b>) disturbed at anaphase, (<b>K</b>) disturbed at telophase, and (<b>L</b>) diagonal at telophase. (X = 1000.)</p>
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<p>Types of mitotic abnormalities resulting from treatments of <span class="html-italic">V. faba</span> root tips with Cy-AgNPs. From (<b>A</b>–<b>F</b>) silver nanoparticles (50 mg/L), (<b>A</b>) binucleated cells at interphase stage, (<b>B</b>) micronucleus at interphase, (<b>C</b>) two groups at metaphase, (<b>D</b>) stickiness at metaphase, € late separation at anaphase, and (<b>F</b>) disturbed at anaphase. From (<b>G</b>–<b>L</b>) Cy-AgNPs (100 mg/L), (<b>G</b>) micronucleus at interphase, (<b>H</b>) macronucleus at interphase, (<b>I</b>) non-congression at metaphase, (<b>J</b>) stickiness at metaphase, (<b>K</b>) bridge at anaphase, and (<b>L</b>) disturbed at anaphase. (X = 1000.)</p>
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<p>SDS-PAGE banding pattern protein in treated <span class="html-italic">Vicia faba</span> seeds. M: Marker, 1: control, 2: 3% latex extract, 3: Cy-AgNPs (25 mg/L), 4: Cy-AgNPs (50 mg/L), and 5: Cy-AgNPs (100 mg/L).</p>
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<p>Banding profiles of ISSR for treated <span class="html-italic">Vicia faba</span> seeds with <span class="html-italic">C. acutum</span> latex and its different concentrations from Cy-AgNPs. M: Marker, 1: control, 2: Crude latex extract (3%), 3: Cy-AgNPs (25 mg/L), 4: Cy-AgNPs (50 mg/L), 5: Cy-AgNPs (100 mg/L).</p>
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<p>Latex collection from <span class="html-italic">C. acutum</span>.</p>
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<p>Diagrammatic scheme for preparation of chromosomal aberrations slide.</p>
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18 pages, 6458 KiB  
Article
GAR-Net: Guided Attention Residual Network for Polyp Segmentation from Colonoscopy Video Frames
by Joel Raymann and Ratnavel Rajalakshmi
Diagnostics 2023, 13(1), 123; https://doi.org/10.3390/diagnostics13010123 - 30 Dec 2022
Cited by 5 | Viewed by 2085 | Correction
Abstract
Colorectal Cancer is one of the most common cancers found in human beings, and polyps are the predecessor of this cancer. Accurate Computer-Aided polyp detection and segmentation system can help endoscopists to detect abnormal tissues and polyps during colonoscopy examination, thereby reducing the [...] Read more.
Colorectal Cancer is one of the most common cancers found in human beings, and polyps are the predecessor of this cancer. Accurate Computer-Aided polyp detection and segmentation system can help endoscopists to detect abnormal tissues and polyps during colonoscopy examination, thereby reducing the chance of polyps growing into cancer. Many of the existing techniques fail to delineate the polyps accurately and produce a noisy/broken output map if the shape and size of the polyp are irregular or small. We propose an end-to-end pixel-wise polyp segmentation model named Guided Attention Residual Network (GAR-Net) by combining the power of both residual blocks and attention mechanisms to obtain a refined continuous segmentation map. An enhanced Residual Block is proposed that suppresses the noise and captures low-level feature maps, thereby facilitating information flow for a more accurate semantic segmentation. We propose a special learning technique with a novel attention mechanism called Guided Attention Learning that can capture the refined attention maps both in earlier and deeper layers regardless of the size and shape of the polyp. To study the effectiveness of the proposed GAR-Net, various experiments were carried out on two benchmark collections viz., CVC-ClinicDB (CVC-612) and Kvasir-SEG dataset. From the experimental evaluations, it is shown that GAR-Net outperforms other previously proposed models such as FCN8, SegNet, U-Net, U-Net with Gated Attention, ResUNet, and DeepLabv3. Our proposed model achieves 91% Dice co-efficient and 83.12% mean Intersection over Union (mIoU) on the benchmark CVC-ClinicDB (CVC-612) dataset and 89.15% dice co-efficient and 81.58% mean Intersection over Union (mIoU) on the Kvasir-SEG dataset. The proposed GAR-Net model provides a robust solution for polyp segmentation from colonoscopy video frames. Full article
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<p>The overview of the Residual Block used.</p>
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<p>The overview of the Modified Residual Block.</p>
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<p>The overview of the Guided Attention Module with Guided Attention Learning.</p>
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<p>The overview of the proposed GAR-Net Architecture.</p>
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<p>Training and Validation results on the CVC-ClinicDB dataset.</p>
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<p>The Training and Validation Graphs for the Kvasir-SEG Dataset training.</p>
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<p>The output comparison for all the models on the CVC-ClinicDB Dataset.</p>
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<p>The output comparison for all the models on the Kvasir-SEG Dataset.</p>
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<p>The attention visualization comparison: Attention Gated Network vs. Guided Attention Module with a test sample from CVC-ClinicDB dataset. Even in deeper layers, GAM is still able to capture refined attention maps, while Attention Gated Network only outputs coarse and broken attention maps.</p>
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<p>The attention visualization comparison compares Attention Gated Network vs. Guided Attention Module with a test sample from the Kvasir-SEG dataset. Notice even in deeper layers, GAM is still able to capture refined attention maps, while Attention Gated Network-only outputs coarse and broken attention maps.</p>
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13 pages, 1355 KiB  
Review
Biomechanical Forces Determine Fibroid Stem Cell Transformation and the Receptivity Status of the Endometrium: A Critical Appraisal
by Onder Celik, Nilufer Celik, Nur Dokuzeylul Gungor, Sudenaz Celik, Liya Arslan, Andrea Morciano and Andrea Tinelli
Int. J. Mol. Sci. 2022, 23(22), 14201; https://doi.org/10.3390/ijms232214201 - 17 Nov 2022
Cited by 5 | Viewed by 2513
Abstract
Myometrium cells are an important reproductive niche in which cyclic mechanical forces of a pico-newton range are produced continuously at millisecond and second intervals. Overproduction and/or underproduction of micro-forces, due to point or epigenetic mutation, aberrant methylation, and abnormal response to hypoxia, may [...] Read more.
Myometrium cells are an important reproductive niche in which cyclic mechanical forces of a pico-newton range are produced continuously at millisecond and second intervals. Overproduction and/or underproduction of micro-forces, due to point or epigenetic mutation, aberrant methylation, and abnormal response to hypoxia, may lead to the transformation of fibroid stem cells into fibroid-initiating stem cells. Fibroids are tumors with a high modulus of stiffness disturbing the critical homeostasis of the myometrium and they may cause unfavorable and strong mechanical forces. Micro-mechanical forces and soluble-chemical signals play a critical role in transcriptional and translational processes’ maintenance, by regulating communication between the cell nucleus and its organelles. Signals coming from the external environment can stimulate cells in the format of both soluble biochemical signals and mechanical ones. The shape of the cell and the plasma membrane have a significant character in sensing electro-chemical signals, through specialized receptors and generating responses, accordingly. In order for mechanical signals to be perceived by the cell, they must be converted into biological stimuli, through a process called mechanotransduction. Transmission of fibroid-derived mechanical signals to the endometrium and their effects on receptivity modulators are mediated through a pathway known as solid-state signaling. It is not sufficiently clear which type of receptors and mechanical signals impair endometrial receptivity. However, it is known that biomechanical signals reaching the endometrium affect epithelial sodium channels, lysophosphatidic acid receptors or Rho GTPases, leading to conformational changes in endometrial proteins. Translational changes in receptivity modulators may disrupt the selectivity and receptivity functions of the endometrium, resulting in failed implantation or early pregnancy loss. By hypermethylation of the receptivity genes, micro-forces can also negatively affect decidualization and implantation. The purpose of this narrative review is to summarize the state of the art of the biomechanical forces which can determine fibroid stem cell transformation and, thus, affect the receptivity status of the endometrium with regard to fertilization and pregnancy. Full article
(This article belongs to the Special Issue Molecular Research in Uterine Biology and Pathophysiology)
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<p>Schematic representation of the stimuli that trigger fibroid stem cell transformation into fibroid progenitor and fibroid formation. Mechanical stimulus transforms into chemical stimulus with solid-state signaling process, reaches the endometrium, and adversely affects receptivity.</p>
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<p>Representative image of Masson trichrome-stained fibroid-endometrium border (blue-green colors show collagen and red shows muscle cells) examined under light microscopy (20×). Fibroid-derived mechanical signals that reach the endometrium by transforming into a biological signal can block the expression of receptivity genes both transcriptionally and translationally. Failed expression of receptivity genes may prevent ovarian sex steroids from acting adequately in the endometrium, leading to insufficient decidualization and implantation defect.</p>
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<p>Flowchart used for searching and selecting articles in the narrative review from databases (according to PRISMA 2020).</p>
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16 pages, 6562 KiB  
Article
Methods of Pre-Clustering and Generating Time Series Images for Detecting Anomalies in Electric Power Usage Data
by Sangwon Oh, Seungmin Oh, Tai-Won Um, Jinsul Kim and Young-Ae Jung
Electronics 2022, 11(20), 3315; https://doi.org/10.3390/electronics11203315 - 14 Oct 2022
Cited by 5 | Viewed by 2132
Abstract
As electricity supply expands, it is essential for providers to predict and analyze consumer electricity patterns to plan effective electricity supply policies. In general, electricity consumption data take the form of time series data, and to analyze the data, it is first necessary [...] Read more.
As electricity supply expands, it is essential for providers to predict and analyze consumer electricity patterns to plan effective electricity supply policies. In general, electricity consumption data take the form of time series data, and to analyze the data, it is first necessary to check if there is no data contamination. For this, the process of verifying that there are no abnormalities in the data is essential. Especially for power data, anomalies are often recorded over multiple time units rather than a single point. In addition, due to various external factors, each set of power consumption data does not have consistent data features, so the importance of pre-clustering is highlighted. In this paper, we propose a method using a CNN model using pre-clustering-based time series images to detect anomalies in time series power usage data. For pre-clustering, the performances were compared using k-means, k-shapes clustering, and SOM algorithms. After pre-clustering, a method using the ARIMA model, a statistical technique for anomaly detection, and a CNN-based model by converting time series data into images compared the methods used. As a result, the pre-clustered data produced higher accuracy anomaly detection results than the non-clustered data, and the CNN-based binary classification model using time series images had higher accuracy than the ARIMA model. Full article
(This article belongs to the Special Issue Applied AI-Based Platform Technology and Application, Volume II)
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<p>Example of normalized electric power usage data.</p>
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<p>Three time series clustering approaches: (<b>a</b>) raw-data-based; (<b>b</b>) feature-based; (<b>c</b>) model -based.</p>
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<p>Agglomerative and divisional strategies of hierarchical clustering.</p>
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<p>Boxplot of electric power dataset for a specific building.</p>
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<p>Result of elbow method to set k.</p>
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<p>K-shape clustering result.</p>
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<p>Process of injecting anomalies in data.</p>
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<p>Anomaly detection result using ARIMA in building power usage data.</p>
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<p>Proposed detecting anomaly method using time series images.</p>
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<p>Time series image datasets recorded for 85 days (RP).</p>
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<p>Time series image datasets recorded for 85 days (GASF).</p>
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<p>Time series image datasets recorded for 85 days (GADF).</p>
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<p>Proposed detecting anomaly method using time series images (MTF).</p>
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13 pages, 2006 KiB  
Article
Preservation of Litchi Fruit with Nanosilver Composite Particles (Ag-NP) and Resistance against Peronophythora litchi
by Xiaojie Lin, Yongsheng Lin, Zhengping Liao, Xianqian Niu, Yingxiang Wu, Dandan Shao, Bingrong Shen, Tingting Shen, Fang Wang, Hongyang Ding, Binji Ye and Yongyu Li
Foods 2022, 11(19), 2934; https://doi.org/10.3390/foods11192934 - 20 Sep 2022
Cited by 6 | Viewed by 2255
Abstract
Litchi (Litchi chinensis Sonn.) is susceptible to infection by Peronophythora litchi post storage, which rapidly decreases the sensory and nutritional quality of the fruit. In this study, the effects of nanosilver (Ag-NP) solution treatment on the shelf life of litchi fruit and [...] Read more.
Litchi (Litchi chinensis Sonn.) is susceptible to infection by Peronophythora litchi post storage, which rapidly decreases the sensory and nutritional quality of the fruit. In this study, the effects of nanosilver (Ag-NP) solution treatment on the shelf life of litchi fruit and the inhibition of P. litchi were examined, and the underlying mechanisms were discussed. For investigations, we used one variety of litchi (‘Feizixiao’), dipping it in different concentrations of Ag-NP solution after harvesting. Meanwhile, we treated P. litchi with different concentrations of Ag-NP solution. According to the data analysis, litchi treated with 400 μg/mL Ag-NPs and stored at 4 °C had the highest health rate and the lowest browning index among all the samples. In the same trend, treatment with 400 μg/mL Ag-NPs produced the best results for anthocyanin content, total soluble solids content, and titratable acidity content. Additionally, according to the results of the inhibition test, 800 μg/mL Ag-NP solution had a 94.97% inhibition rate against P. litchi. Within 2–10 h following exposure to 400 μg/mL Ag-NP solution, the contents of superoxide dismutase, peroxidase, and catalase in P. litchi gradually increased and peaked, followed by a gradual decline. At this time, the integrity of the cell membrane of P. litchi could be broken by Ag-NP solution, and the sporangia showed deformed germ tubes and abnormal shapes. Taken together, these results suggested that Ag-NP treatment inhibited respiration and P. litchi activity, which might attenuate litchi pericarp browning and prolong the shelf life of litchi. Accordingly, Ag-NPs could be used as an effective antistaling agent in litchi fruit and as an ecofriendly fungicide for the post-harvest control of litchi downy blight. This study provides new insights into the application of Ag-NP as an antistaling agent for fruit storage and as an ecofriendly fungicide. Full article
(This article belongs to the Section Food Packaging and Preservation)
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<p>Effects of different treatments on the health rate (<b>A</b>), anthocyanin content (<b>B</b>), and browning index (<b>C</b>) in the pericarp of litchi during storage.</p>
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<p>Effects of different treatments on total soluble solids (<b>A</b>) and titratable acidity (<b>B</b>) contents of litchi during storage.</p>
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<p>Micrographs of the sporangia of <span class="html-italic">P. litchi</span> with or without Ag-NP solution. (<b>a</b>) Control; (<b>b</b>) 50 μg/mL; (<b>c</b>) 100 μg/mL; (<b>d</b>) 200 μg/mL; (<b>e</b>) 400 μg/mL; and (<b>f</b>) 800 μg/mL.</p>
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<p>Effects of different treatments on the DNA concentration (<b>A</b>) and DNA gel electrophoresis map (<b>B</b>) of <span class="html-italic">P. litchi</span>. Lower-case letters indicate the significant differences (<span class="html-italic">p</span> &lt; 0.05) according to Duncan’s multiple range test.</p>
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<p>Activities of superoxide dismutase (SOD) (<b>A</b>), catalase (CAT) (<b>B</b>), and peroxidase (POD) (<b>C</b>) and protein concentration (<b>D</b>) of <span class="html-italic">P. litchi</span> treated with Ag-NPs.</p>
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23 pages, 38388 KiB  
Technical Note
Spatio-Temporal Evolution Law of Surface Subsidence Basin with Insufficient Exploitation of Deep Coal Resources in Aeolian Sand Area of Western China
by Qiu Du, Guangli Guo, Huaizhan Li and Yaqiang Gong
Remote Sens. 2022, 14(11), 2536; https://doi.org/10.3390/rs14112536 - 25 May 2022
Cited by 6 | Viewed by 2056
Abstract
Coal is one of the fundamental fossil energy supporting the world’s economy. The synergistic development between efficient coal mining and ecological environment protection is the inevitable requirement for the preservation of global harmony. As the world’s largest coal producer, China has conducted a [...] Read more.
Coal is one of the fundamental fossil energy supporting the world’s economy. The synergistic development between efficient coal mining and ecological environment protection is the inevitable requirement for the preservation of global harmony. As the world’s largest coal producer, China has conducted a strategic shift from east to west in terms of the exploitation of its energy resources, posing a serious threat to the fragile ecological environment of the western region. In particular, the surface subsidence caused by coal mining is the root of the ecological deteriotation and the destruction of ground structures. However, it is difficult to reveal the law of large-scale surface subsidence in western mining areas merely by conventional measurement methods such as leveling, on account of the high intensity of coal seam mining, the weakness of the lithology of overlying rock and the large thickness of wind-blown sand strata. In view of this, small baseline subset interferometric synthetic aperture radar (SBAS-InSAR) technology was used in this study to obtain the time series of surface vertical displacement during the whole mining process of the 2401 working face in the Yingpanhao coal mine, Inner Mongolia. Based on the deformation data, the dynamic evolution characteristics of surface subsidence under high intensity mining in the western mining area were analyzed exhaustively. It was found that the surface subsidence is characterized by an extensive coverage range (48.52 km2) with minimal ground settlement (250 mm) in the study area. Meanwhile, the boundary shape of the subsidence basin followed a “circular-parallelogram-trapezoid” changeable process and the coverage area of the basin experienced three stages: a linear increasing period, a temporary stagnation period, and a re-expansion period. Furthermore, there existed an abnormal uplift phenomenon on the east side of the open-off cut in the 2401 working face. Combined with the structure of overlying strata, this paper carried out a preliminary analysis on the reasons of the abovementioned phenomenon. The research results are of vital realistic significance for ground buildings and ecological environmental protection in the aeolian sand mining area in Western China. Full article
(This article belongs to the Section Environmental Remote Sensing)
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Graphical abstract

Graphical abstract
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<p>Location of the study area. (<b>a</b>) Position at the national level in China. (<b>b</b>) Position in Inner Mongolia Province. Blue rectangular frame is the cover range of SAR Images. (<b>c</b>) Position in Uxin Qi. (<b>d</b>) 2401 working face layout. The direction indicated by the green arrow is the advancing direction of the working face.</p>
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<p>Stratigraphic structure and aquifer distribution in the study area.</p>
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<p>Layout of the 2401 working face and the monthly forward position.</p>
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<p>SBAS-InSAR flow chart [<a href="#B22-remotesensing-14-02536" class="html-bibr">22</a>].</p>
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<p>Connection diagram of spatio-temporal baseline. The yellow point represents the super master image.</p>
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<p>Coherence images. Subfigures (<b>a</b>–<b>i</b>) are the coherence images corresponding to the image pairs in <a href="#remotesensing-14-02536-t003" class="html-table">Table 3</a>. The layout of the 2401 working face is marked by the red rectangle.</p>
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<p>Interference images. Subfigures (<b>a</b>–<b>i</b>) are the interference images corresponding to the image pairs in <a href="#remotesensing-14-02536-t003" class="html-table">Table 3</a>. The layout of the 2401 working face is marked by the red rectangle.</p>
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<p>Statistical distribution of coherence coefficient. Subfigures (<b>a</b>–<b>i</b>) are the Statistical distribution of coherence coefficient corresponding to the image pairs in <a href="#remotesensing-14-02536-t003" class="html-table">Table 3</a>.</p>
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<p>The annual average subsidence rate of the ground surface and the layout of leveling points in the study area. B1–B22 are the point numbers of level measurement points. The layout of the 2401 working face is marked by the red rectangle.</p>
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<p>Comparison of settlement measured by SBAS-InSAR and leveling.</p>
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<p>The dynamic evolution process of surface subsidence basin in the study area. Subfigures (<b>a</b>–<b>k</b>) show the distribution of cumulative surface subsidence in the study area at different dates. The layout of the 2401 working face is marked by the red rectangle.</p>
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<p>Variations of the surface subsidence basin shape during the mining activities of the 2401 working face. Subfigures (<b>a</b>–<b>i</b>) show the surface subsidence basin shape at different dates.</p>
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<p>Relationship between coverage area of the surface subsidence basin and advancing length of the 2401 working face. (<b>a</b>) Coverage area of subsidence value over 10 mm. (<b>b</b>) Coverage area of subsidence value over 30 and 50 mm.</p>
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<p>Profile line AA′ along the strike of the 2401 working face.</p>
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<p>Cumulative vertical displacement curves on the profile line AA′. (<b>a</b>) is the area where ground uplift occurs directly above the open cut. (<b>b</b>) is the area where ground uplift occurs to the east of the open cut. (<b>c</b>) is the area where the overall ground subsidence occurs in front of the working face.</p>
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<p>Partial enlargement views of the cumulative vertical displacement curves above the open cut: (<b>a</b>) Area to the east of the open cut. (<b>b</b>) Area directly above the open cut.</p>
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<p>The pore filling effect of aeolian sand layer in the initial mining.</p>
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<p>The unloading equilibrium of weakly cemented overburden.</p>
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18 pages, 4929 KiB  
Article
A Miniaturized Closed-Loop Optogenetic Brain Stimulation Device
by Lekshmy Sudha Kumari and Abbas Z. Kouzani
Electronics 2022, 11(10), 1591; https://doi.org/10.3390/electronics11101591 - 17 May 2022
Cited by 1 | Viewed by 2322
Abstract
This paper presents a tetherless and miniaturized closed-loop optogenetic brain stimulation device, designed as a back mountable device for laboratory mice. The device has the ability to sense the biomarkers corresponding to major depressive disorder (MDD) from local field potential (LFP), and produces [...] Read more.
This paper presents a tetherless and miniaturized closed-loop optogenetic brain stimulation device, designed as a back mountable device for laboratory mice. The device has the ability to sense the biomarkers corresponding to major depressive disorder (MDD) from local field potential (LFP), and produces a feedback signal to control the closed-loop operation after on-device processing of the sensed signals. MDD is a chronic neurological disorder and there are still many unanswered questions about the underlying neurological mechanisms behind its occurrence. Along with other brain stimulation paradigms, optogenetics has recently proved effective in the study of MDD. Most of these experiments have used tethered and connected devices. However, the use of tethered devices in optogenetic brain stimulation experiments has the drawback of hindering the free movement of the laboratory animal subjects undergoing stimulation. To address this issue, the proposed device is small, light-weight, untethered, and back-mountable. The device consists of: (i) an optrode which houses an electrode for collecting neural signals, an optical source for delivering light stimulations, and a temperature sensor for monitoring the temperature increase at the stimulation site, (ii) a neural sensor for acquisition and pre-processing of the neural signals to obtain LFP signals in the frequency range of 4 to 200 Hz, as electrophysiological biomarkers of MDD (iii) a classifier for classification of the signal into four classes: normal, abnormal alpha, abnormal theta, and abnormal gamma oscillations, (iv) a control algorithm to select stimulation parameters based on the input class, and (v) a stimulator for generating light stimulations. The design, implementation, and evaluation of the device are presented, and the results are discussed. The neural sensor and the stimulator are circular in shape with a radius of 8 mm. Pre-recorded neural signals from the mouse hippocampus are used for the evaluation of the device. Full article
(This article belongs to the Section Bioelectronics)
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<p>Block diagram of the proposed clOBS device.</p>
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<p>Diagram of the two-sided flexible probe PCB with location and connection of different components. Fabricated probe: (<b>a</b>) front view, (<b>b</b>) back view, (<b>c</b>) µLED attached on the front and temperature sensor attached on the back, (<b>d</b>) size comparison, and (<b>e</b>) µLED glowing.</p>
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<p>Circuit diagram of the neural sensor.</p>
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<p>Circuit diagram of the optogenetic stimulator.</p>
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<p>Pseudo-code for the software component.</p>
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<p>Physical design of: (<b>a</b>) neural sensor board, (<b>b</b>) optogenetic stimulator—front, (<b>c</b>) optogenetic stimulator—back, (<b>d</b>) device design, and (<b>e</b>) final device design.</p>
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<p>Experimental evaluation of the detection electrode of the optrode, (<b>a</b>) the experimental setup with 1 V sinusoidal signal delivered to the saline solution using a NI myDAQ, and the signal detected at the detection electrode shown on the oscilloscope, and (<b>b</b>) the saline solution setup showing the copper electrode to deliver the signal, and the optrode to detect the signal.</p>
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<p>Experimental design for the optical evaluation of the optrode, with the oscilloscope showing the output corresponding to: (<b>a</b>) stimulation pulse width of 10 ms, and (<b>b</b>) stimulation pulse width of 1000 ms.</p>
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<p>Experimental design to validate the temperature monitoring aspect of the device.</p>
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<p>Experimental design for the neural sensor with pre-recorded neural signals.</p>
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<p>Experimental design for the neural sensor with: (<b>a</b>) sinusiodal signal of frequency 38 Hz, and (<b>b</b>) sinusoidal signal of 1 kHz.</p>
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<p>(<b>a</b>) Experimental design for the optogenetic stimulator, (<b>b</b>) experimental setup for validation of the optogenetic stimulator, (<b>c</b>) stimulation pulses for class 2, (<b>d</b>) stimulation pulses for class 3, and (<b>e</b>) stimulation pulses for class 4.</p>
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<p>Experimental design for the neural sensor with: (<b>a</b>) sinusiodal signal of frequency 38 Hz and (<b>b</b>) sinusoidal signal of 1 kHz (<b>c</b>) output of the neural sensor (in yellow) and the stimulation pulses (in blue) on an oscilloscope.</p>
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