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Search Results (15,102)

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15 pages, 1193 KiB  
Article
The Impact of COVID-19 on Learning Loss in Elementary School Students: A Comparative Study of Academic Performance Across Grades
by Raffaele Nappo, Roberta Simeoli, Mariangela Cerasuolo, Francesco Ciaramella and Angelo Rega
Educ. Sci. 2024, 14(12), 1396; https://doi.org/10.3390/educsci14121396 - 19 Dec 2024
Abstract
The COVID-19 pandemic led to extensive school closures and an accelerated shift to remote learning, which had substantial consequences for students’ academic development. This study seeks to examine the impact of COVID-19 on learning loss among elementary students in southern Italy, with a [...] Read more.
The COVID-19 pandemic led to extensive school closures and an accelerated shift to remote learning, which had substantial consequences for students’ academic development. This study seeks to examine the impact of COVID-19 on learning loss among elementary students in southern Italy, with a focus on grade-level variations across key academic domains, including spelling, reading comprehension, reading speed and accuracy, and mathematical abilities. A sample of 332 students from grades II through V participated, with their performance being evaluated using standardized assessments for each academic skill. Findings revealed that students in grade III encountered greater difficulties in spelling and reading comprehension compared to both older and younger cohorts, indicating that remote learning may have disproportionately affected the initial stages of skill acquisition. These results highlight the necessity for targeted interventions, especially for younger students and those with preexisting academic challenges, to address the lasting effects of pandemic-related educational disruptions. Full article
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<p>Mean of errors between females and males and across grades in the spelling-to-dictation task. Error bars show the standard errors. Asterisks highlight the significant comparisons.</p>
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<p>Mean of errors between females and males and across grades in the comprehension task. Error bars show the standard errors. Asterisks highlight the significant comparisons.</p>
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<p>Mean of errors between females and males and across grades in the written arithmetic calculation task. Error bars show the standard errors. Asterisks highlight the significant comparisons.</p>
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<p>Mean of errors, between females and males and across grades in the tasks taping the knowledge about the numbers. Error bars show the standard errors. The asterisk highlights the significant comparisons.</p>
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<p>Mean of errors between females and males and across grades in the reading task. Error bars show the standard errors.</p>
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14 pages, 459 KiB  
Article
“Ideas-Men” (Gnômotupoi Andres)
by Christopher Moore
Humanities 2024, 13(6), 172; https://doi.org/10.3390/h13060172 - 19 Dec 2024
Abstract
This paper addresses the fifth-century comic coinage gnômotupos, which has not otherwise received scholarly attention. Translators of Aristophanes and Aristotle have typically glossed it into English as “maxim-coining” (with equivalents in other languages). This is a sensible inference from a fourth-century use [...] Read more.
This paper addresses the fifth-century comic coinage gnômotupos, which has not otherwise received scholarly attention. Translators of Aristophanes and Aristotle have typically glossed it into English as “maxim-coining” (with equivalents in other languages). This is a sensible inference from a fourth-century use of γνώμη, “maxim”, and the verb τύπτειν, “stamping”. It also tracks the importance of maxims to Sophistic-era adoption of wisdom-culture and the lore of the Seven Sages. Nevertheless, this typical gloss is incorrect. The term instead emphasizes “idea”, as an insight, technique, or view relevant to some matter. “Stamping” (τύπτειν) an idea means coming up with an apt idea and giving it shape and articulacy. In a characteristic use of the adjective, Aristophanes speaks of gnômotupoi andres (Frogs). These are men who are skilled at “fashioning ideas”, coming up with their content and their form. My claim is that Aristophanes has captured something crucial about the period we call the Sophistic movement or Greek enlightenment. The formulation, circulation, and competition of ideas is a matter of increasing self-consciousness in Athens. So too are those who formulate, circulate, and compete in them: intellectuals or, as gnômotupoi andres might be translated, “ideas-men.” I even contend that those referred to as “sophists”, sophistai, may in many ways be understood as gnômotupoi andres. Full article
(This article belongs to the Special Issue Ancient Greek Sophistry and Its Legacy)
25 pages, 8734 KiB  
Article
Efficient Cow Body Condition Scoring Using BCS-YOLO: A Lightweight, Knowledge Distillation-Based Method
by Zhiqiang Zheng, Zhuangzhuang Wang and Zhi Weng
Animals 2024, 14(24), 3668; https://doi.org/10.3390/ani14243668 - 19 Dec 2024
Abstract
Monitoring the body condition of dairy cows is essential for ensuring their health and productivity, but traditional BCS methods—relying on visual or tactile assessments by skilled personnel—are subjective, labor-intensive, and impractical for large-scale farms. To overcome these limitations, we present BCS-YOLO, a lightweight [...] Read more.
Monitoring the body condition of dairy cows is essential for ensuring their health and productivity, but traditional BCS methods—relying on visual or tactile assessments by skilled personnel—are subjective, labor-intensive, and impractical for large-scale farms. To overcome these limitations, we present BCS-YOLO, a lightweight and automated BCS framework built on YOLOv8, which enables consistent, accurate scoring under complex conditions with minimal computational resources. BCS-YOLO integrates the Star-EMA module and the Star Shared Lightweight Detection Head (SSLDH) to enhance the detection accuracy and reduce model complexity. The Star-EMA module employs multi-scale attention mechanisms that balance spatial and semantic features, optimizing feature representation for cow hindquarters in cluttered farm environments. SSLDH further simplifies the detection head, making BCS-YOLO viable for deployment in resource-limited scenarios. Additionally, channel-based knowledge distillation generates soft probability maps focusing on key body regions, facilitating effective knowledge transfer and enhancing performance. The results on a public cow image dataset show that BCS-YOLO reduces the model size by 33% and improves the mean average precision (mAP) by 9.4%. These advances make BCS-YOLO a robust, non-invasive tool for consistent and accurate BCS in large-scale farming, supporting sustainable livestock management, reducing labor costs, enhancing animal welfare, and boosting productivity. Full article
(This article belongs to the Section Animal System and Management)
21 pages, 687 KiB  
Article
Forensic Accounting and Risk Management: Exploring the Impact of Generalized Audit Software and Whistleblowing Systems on Fraud Detection in Indonesia
by Tarmizi Achmad, Chen-Yuan Huang, Mukhlas Adi Putra and Imang Dapit Pamungkas
J. Risk Financial Manag. 2024, 17(12), 573; https://doi.org/10.3390/jrfm17120573 - 19 Dec 2024
Abstract
Purpose—This paper investigates the role of forensic accounting skills in enhancing auditor self-efficacy towards fraud detection in Indonesia. It also examines the moderating effect of the implementation of Generalized Audit Software (GAS) and the whistleblowing system on the relationship between accounting and auditing [...] Read more.
Purpose—This paper investigates the role of forensic accounting skills in enhancing auditor self-efficacy towards fraud detection in Indonesia. It also examines the moderating effect of the implementation of Generalized Audit Software (GAS) and the whistleblowing system on the relationship between accounting and auditing skills and auditor self-efficacy, as well as their combined role in enhancing fraud detection. Methodology—A cross-sectional survey was conducted with 537 external auditors in Indonesia. Data were analyzed using multiple linear regression with moderation models, employing WarpPLS 8.0 software. Findings—The results indicate that practical communication skills, psychosocial skills, and accounting and auditing skills significantly enhance auditor self-efficacy. However, technical and analytical skills do not show a significant effect on auditor self-efficacy. Furthermore, auditor self-efficacy is found to have a direct and significant impact on fraud detection. This study also reveals that implementing GAS moderates the relationship between auditor self-efficacy and fraud detection, whereas the whistleblowing system does not demonstrate a significant moderating effect. Novelty—This study contributes to the literature by highlighting the role of forensic accounting skills and the implementation of GAS in enhancing auditor self-efficacy and fraud detection in the Indonesian auditing context. Full article
(This article belongs to the Section Business and Entrepreneurship)
43 pages, 4170 KiB  
Systematic Review
Gamified Health Promotion in Schools: The Integration of Neuropsychological Aspects and CBT—A Systematic Review
by Evgenia Gkintoni, Fedra Vantaraki, Charitini Skoulidi, Panagiotis Anastassopoulos and Apostolos Vantarakis
Medicina 2024, 60(12), 2085; https://doi.org/10.3390/medicina60122085 - 19 Dec 2024
Abstract
Background and Objectives: This systematic review examines the integration of gamified health promotion strategies in school settings, with a focus on their potential to positively influence health behaviors and promote well-being among adolescents. This study explores the incorporation of cognitive behavioral therapy (CBT), [...] Read more.
Background and Objectives: This systematic review examines the integration of gamified health promotion strategies in school settings, with a focus on their potential to positively influence health behaviors and promote well-being among adolescents. This study explores the incorporation of cognitive behavioral therapy (CBT), artificial intelligence, and neuropsychological principles in gamified interventions, aiming to enhance engagement and effectiveness. Materials and Methods: A narrative synthesis of 56 studies, following PRISMA guidelines, underscores the significant impact of these gamified interventions on mental health outcomes, emphasizing reductions in anxiety, depression, and burnout while improving coping skills and lifestyle habits. The focus of key areas in mental health outcomes, emotional regulation, cognitive flexibility, and adherence mechanisms is explored through quantitative and qualitative syntheses to underscore intervention effectiveness and design principles. Results: This review highlights the high-quality evidence supporting the use of gamification in educational settings and calls for further research to optimize design elements and address implementation barriers. The findings propose that well-designed gamified health interventions can effectively engage students, promote healthy behaviors, and improve mental well-being while acknowledging the need for further studies to explore underlying mechanisms and long-term effects. Conclusions: Gamified health interventions that embed CBT and neuropsychological principles are promising for promoting the mental well-being of schoolchildren. Although the evidence indicates that they are effective in improving psychological and behavioral outcomes, further research is needed to optimize design features and overcome implementation challenges to ensure wider and more sustainable application. Full article
(This article belongs to the Section Psychiatry)
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<p>Flowchart of PRISMA methodology.</p>
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<p>Cochrane Risk of Bias Assessment for 56 randomized controlled trials.</p>
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<p>Three-dimensional pie chart of outcome measures in 56 Studies.</p>
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<p>Population characteristics, study sizes, and geographical diversity.</p>
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<p>Forest plot of effect sizes of 56 studies.</p>
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<p>Three-dimensional visualization of key findings across studies.</p>
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<p>Relationship between user engagement and mental health outcomes.</p>
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<p>Integration of neuropsychological mechanisms, CBT principles, and gamified interventions to enhance mental health outcomes.</p>
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<p>Radar chart showing barriers and facilitators to implementing gamified interventions in schools across six key domains.</p>
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13 pages, 807 KiB  
Article
Clinical Questions and Psychological Change: How Can Artificial Intelligence Support Mental Health Practitioners?
by Luisa Orrù, Marco Cuccarini, Christian Moro and Gian Piero Turchi
Behav. Sci. 2024, 14(12), 1225; https://doi.org/10.3390/bs14121225 - 19 Dec 2024
Abstract
Despite their diverse assumptions, clinical psychology approaches share the goal of mental health promotion. The literature highlights their usefulness, but also some issues related to their effectiveness, such as their difficulties in monitoring psychological change. The elective strategy for activating and managing psychological [...] Read more.
Despite their diverse assumptions, clinical psychology approaches share the goal of mental health promotion. The literature highlights their usefulness, but also some issues related to their effectiveness, such as their difficulties in monitoring psychological change. The elective strategy for activating and managing psychological change is the clinical question. But how do different types of questions foster psychological change? This work tries to answer this issue by studying therapist–patient interactions with a ML model for text analysis. The goal was to investigate how psychological change occurs thanks to different types of questions, and to see if the ML model recognized this difference in analyzing patients’ answers to therapists’ clinical questions. The experimental dataset of 14,567 texts was divided based on two different question purposes, splitting answers in two categories: those elicited by questions asking patients to start describing their clinical situation, or those from asking them to detail how they evaluate their situation and mental health condition. The hypothesis that these categories are distinguishable by the model was confirmed by the results, which corroborate the different valences of the questions. These results foreshadow the possibility to train ML and AI models to suggest clinical questions to therapists based on patients’ answers, allowing the increase of clinicians’ knowledge, techniques, and skills. Full article
13 pages, 46261 KiB  
Article
Design and Efficacy of Custom-Made Cleaning Splints for the Approximal Plaque Removal—A Laboratory Study
by Stefan Rues, Theresa Becker, Valentin Bartha, Marcia Spindler, Sebastian Hetzler, Diana Wolff, Peter Rammelsberg and Andreas Zenthöfer
J. Clin. Med. 2024, 13(24), 7763; https://doi.org/10.3390/jcm13247763 - 19 Dec 2024
Abstract
Objectives: Cleaning splints (CSs) can facilitate interdental brush (IDB) insertion and guide IDBs during cleaning movement. Cleaning efficacy with and without CSs was to be assessed and compared for a fully dentate (FD) and a partially edentulous (PE) situation. Methods: For two maxillary [...] Read more.
Objectives: Cleaning splints (CSs) can facilitate interdental brush (IDB) insertion and guide IDBs during cleaning movement. Cleaning efficacy with and without CSs was to be assessed and compared for a fully dentate (FD) and a partially edentulous (PE) situation. Methods: For two maxillary typodont models simulating either an FD situation or a PE situation with every second tooth missing, suitable IDBs were selected and each cleaning splint was designed and fabricated by 3D-printing. Before and after standardized cleaning, model teeth were photographed at three timepoints: (T1) clean surface, (T2) surface coated with artificial plaque, and (T3) after IDB cleaning. For each of the four test groups differing in dental status (FD, PE) and CS use (without, with), n = 10 tests/group were completed. After aligning corresponding photographs, pixel-based color difference ratios (T2-T3)/(T2-T1) were calculated. Approximal cleaning efficacy was set as the mean value over predefined regions of interest. Effects of CS use and dental status were analyzed with two-way ANOVA (α = 0.05). Results: CS use significantly improved mean approximal cleaning efficacy for the PE model (p = 0.001), whereas no difference was found with the FD model (p = 0.381). Improved cleaning efficacy with the PE model was only found in combination with a CS (factor combination model × CS use: p = 0.003). Conclusions: Cleaning splints might have the potential to improve interproximal hygiene and can be recommended for clinical use. Clinical studies should validate the results of this in vitro study and clarify if CSs could be beneficial for patients with restricted manual skills. Full article
(This article belongs to the Special Issue Oral Hygiene: Updates and Clinical Progress)
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<p>Typodont with regular interdental spaces (FD, <b>left</b>) and edentulous spaces (PE, <b>right</b>).</p>
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<p>Punching die used to create triangular opening (<b>left</b>), final splint design for the PE model with IDB openings cut into the basic splint design and additional guide surfaces (<b>center</b>), and 3D-printed cleaning splint on applied to the PE model (<b>right</b>).</p>
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<p>Individual sample holder for tooth 17 (<b>left</b>) and image-taking of the approximal surface with a digital microscope (<b>right</b>).</p>
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<p>Exemplary images of the mesial side of tooth 17 for the clean state (T1), after artificial plaque application (T2), and after interdental brush cleaning (T3).</p>
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<p>RGB channels for the exemplary image of the mesial side of tooth 17. It can be seen that the best contrast between clean tooth surface and surface areas covered with artificial plaque are given by the green channel.</p>
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<p>Overlaid edge detection images of the reference image and a test image, exemplarily shown for the mesial surface of tooth 17. Small deviations in tooth position (<b>left side</b>) when taking the reference image (red color) and the actual test image (green color) were corrected by manual alignment (<b>right side</b>).</p>
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<p>IDB cleaning efficacy calculated for the example shown in <a href="#jcm-13-07763-f004" class="html-fig">Figure 4</a>, both for the complete tooth (<b>left</b>) and the region of interest (ROI, <b>right</b>). Cleaning efficacy ranges between values 0 (no cleaning) and 1 (perfect cleaning). For every cleaned surface, the mean approximal cleaning efficacy (ACE) within the ROI was calculated.</p>
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<p>Mean cleaning efficacy (<b>left</b>, ACE values of each test averaged for approximal surfaces cleaned with identical IDBs) and associated ranks (<b>right</b>) for test groups differing in dentition (FD: fully dentate model, PE: partially edentulous model) and use of CSs during IDB cleaning.</p>
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<p>Mean cleaning efficacy (<b>top</b>, ACE values of each test averaged for approximal surfaces cleaned with identical IDBs) and associated ranks (<b>bottom</b>) for test groups differing in dentition (FD: fully dentate model, PE: partially edentulous model), IDB type, and use of CSs during IDB cleaning. Circles state moderate outliers, whereas asterixes state severe outliers.</p>
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<p>Representative cleaning results gained with the use of different IDBs for the FD model with CSs. The dotted white line indicates the respective ROI.</p>
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<p>Representative cleaning results gained exemplarily with the use of different IDBs for the PE model with CSs. The dotted white line indicates the respective ROI.</p>
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31 pages, 1304 KiB  
Article
Characterising Student Teachers’ Noticing Habits in Technology-Enhanced Dialogic Reflection
by Yanna Li
Educ. Sci. 2024, 14(12), 1393; https://doi.org/10.3390/educsci14121393 - 19 Dec 2024
Abstract
This research responds to the increasing call to hone Student Teachers’ (ST) skill of selective attention or professional noticing as an essential early step toward developing noticing in the classroom environment. Furthering the line of research on teacher noticing via videos, this study [...] Read more.
This research responds to the increasing call to hone Student Teachers’ (ST) skill of selective attention or professional noticing as an essential early step toward developing noticing in the classroom environment. Furthering the line of research on teacher noticing via videos, this study aims to identify the distinguishing features of STs’ noticing in a Corpus Linguistics approach and enhance our understanding of STs’ habitual ways of thinking, doing, and feeling in using videos to reflect collaboratively. Participants were 40 final-year STs majoring in English Language Education and five tutors from the same university. During their 8 weeks of professional practicum, STs recorded their classes and reflected on their practice using the Self-Evaluation of Teacher Talk through Video Enhanced Observation (SETTVEO) tag set and as part of online professional learning communities. A 200,000-word Corpus of Dialogic Reflection (CoDR) was constructed and analysed using the #LancsBox 6.0 tool. Findings highlight novice teachers’ unconsciousness or problematization of their personal agency, haste in proposing alternative practices, and cognitive or emotional dissonance when they analyse their own videos in group settings. This study has implications for the guidance needed in technology-enhanced dialogic reflection. It suggests how teacher educators could tailor their support to the reflective and professional needs of novice teachers for a more productive, transformative reflection and teacher-learning experience. Full article
(This article belongs to the Special Issue Technology and Language Teacher Education)
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<p>Reflective Cycle.</p>
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<p>“Screen sharing” as the node.</p>
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<p>Co-occurrence of interpretation frames.</p>
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<p>Collocation network: “screen sharing” in CoDR (03—MI (5.0), L10-R10, C: 5.0-NC: 5.0).</p>
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<p>STs’ noticing habit in initial callouts. One may say that “tutor-initiated description of teaching context” or tutor-initiated narration can hardly be counted as STs’ noticing habit due to the tutor’s influence. However, narrative interpretation is still the frame STs use most frequently even if this group of unaccompanied callouts is removed from the corpus.</p>
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10 pages, 523 KiB  
Article
Articulating Video Stylets in the Setting of Simulated Traumatic Cervical Spine Injury: A Comparison with Four Other Devices and Approaches to Endotracheal Intubation
by Federica Merola, Simone Messina, Cristina Santonocito, Marco Sanfilippo, Giulia Sanfilippo, Federica Lombardo, Giovanni Schembari, Paolo Murabito, Francesca Rubulotta and Filippo Sanfilippo
J. Clin. Med. 2024, 13(24), 7760; https://doi.org/10.3390/jcm13247760 - 19 Dec 2024
Abstract
Background: Simulation offers the opportunity to train healthcare professionals in complex scenarios, such as those with as traumatized patients. Methods: We conducted an observational cross-sectional research simulating trauma with cervical immobilization. We compared five techniques/devices: direct laryngoscopy (DL), videolaryngoscopy (VLS, Glidescope or McGrath), [...] Read more.
Background: Simulation offers the opportunity to train healthcare professionals in complex scenarios, such as those with as traumatized patients. Methods: We conducted an observational cross-sectional research simulating trauma with cervical immobilization. We compared five techniques/devices: direct laryngoscopy (DL), videolaryngoscopy (VLS, Glidescope or McGrath), combined laryngo-bronchoscopy intubation (CLBI) and articulating video stylet (ProVu). The primary outcomes were as follows: (1) success rate (SR) by third attempt (each lasting up to 60 s), and (2) corrected time-to-intubation (cTTI, accounting for failed attempts). Results: In a single center, we enrolled 42 consultants experienced in DL/VLS, but reporting no experience with ProVu, and hypothesized that ProVu would have offered encouraging performances. By the third attempt, ProVu had a SR of 73.8%, identical to Glidescope (p = 1.00) and inferior only to McGrath (97.6%; p = 0.003). The cTTI (seconds) of ProVu (57.5 [45–174]) was similar to Glidescope (51.2 [29–159]; p = 0.391), inferior to DL and McGrath (31.0 [22–46]; p = 0.001; and 49.6 [27–88]; p = 0.014, respectively), and superior to CLBI (157.5 [41–180]; p = 0.023). Conclusions: In consultants with no experience, as compared to DL and VLS, the video stylet ProVu showed encouraging results under simulated circumstances of cervical immobilization. The results should be interpreted in light of the participants being novices to ProVu and skilled in DL/VLS. Adequate training is required before the clinical introduction of any airway device. Full article
(This article belongs to the Section Anesthesiology)
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<p>The articulating flexible video stylet ProVu<sup>®</sup> used for the present simulation study. A detail of the flexible tip with a camera is shown in the top left corner.</p>
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24 pages, 5089 KiB  
Article
Using the Functional Object Detection—Advanced Driving Simulator Scenario to Examine Task Combinations and Age-Based Performance Differences: A Case Study
by Johnell O. Brooks, Rakesh Gangadharaiah, Elenah B. Rosopa, Rebecca Pool, Casey Jenkins, Patrick J. Rosopa, Lauren Mims, Breno Schwambach and Ken Melnrick
Appl. Sci. 2024, 14(24), 11892; https://doi.org/10.3390/app142411892 - 19 Dec 2024
Abstract
Occupational therapists need objective tools to evaluate and provide interventions that promote the recovery and rehabilitation of clients. Driving, a common goal for clients after an injury or illness, is a complex task that relies on visual, cognitive, and motor skills. The Functional [...] Read more.
Occupational therapists need objective tools to evaluate and provide interventions that promote the recovery and rehabilitation of clients. Driving, a common goal for clients after an injury or illness, is a complex task that relies on visual, cognitive, and motor skills. The Functional Object Detection and Functional Object Detection (FOD)—Advanced driving simulator scenarios were developed to provide objective and repeatable driving experiences allowing clinicians to assess their clients’ forward (focal) and peripheral vision, lane keeping, and speed maintenance, as well as provide interventions. Using FOD—Advanced, clinicians can adjust variables to create various task scenarios or combinations to meet the client’s needs and facilitate recovery by providing an appropriate challenge. This study examined four driving simulator scenario combinations and age-related differences for one combination. Study 1 explored older adults’ performance using four possible combinations of FOD—Advanced. Five out of eleven variables (average target reaction time, percentage of targets detected, average brake reaction time, number of target extra presses, and average speed) were effective in distinguishing among the four combinations of FOD with a cross-validated classification rate of 72%. In Study 2, one combination was selected from Study 1 and a group of teens completed the same tasks to evaluate age-related differences. Four out of thirteen simulator variables (standard deviation of brake reaction time, number of target extra presses, average target reaction time, and standard deviation of target reaction time) maximally distinguished the older adults from the younger participants with a cross-validated classification accuracy of 78%. Implications and recommendations for clinical practice and future research are provided. Full article
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<p>Flow of Study 1 and Study 2.</p>
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<p>DriveSafety CDS-200 driving simulator.</p>
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<p>Four steps to fit the client to the simulator. (<b>A</b>) align the driver’s eyes with the DriveSafety logo, (<b>B</b>) driver’s eyes are 44 inches from the center screen, (<b>C</b>) steering wheel is adjusted towards the driver if needed, and (<b>D</b>) move the pedals forward/backward.</p>
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<p>(<b>A</b>) The Lane Keeping Straight adaptation scenario with five circles in the center screen used to become familiar with lane positioning, (<b>B</b>) the FOD scenario with the lead vehicle’s brake lights illuminated with a forward-facing target E presented on the left screen and (<b>C</b>) the FOD–A scenario with a distractor E presented on the left screen and the mirror task presented in the right side mirror.</p>
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24 pages, 14380 KiB  
Article
Enhancing Greenhouse Efficiency: Integrating IoT and Reinforcement Learning for Optimized Climate Control
by Manuel Platero-Horcajadas, Sofia Pardo-Pina, José-María Cámara-Zapata, José-Antonio Brenes-Carranza and Francisco-Javier Ferrández-Pastor
Sensors 2024, 24(24), 8109; https://doi.org/10.3390/s24248109 - 19 Dec 2024
Abstract
Automated systems, regulated by algorithmic protocols and predefined set-points for feedback control, require the oversight and fine tuning of skilled technicians. This necessity is particularly pronounced in automated greenhouses, where optimal environmental conditions depend on the specialized knowledge of dedicated technicians, emphasizing the [...] Read more.
Automated systems, regulated by algorithmic protocols and predefined set-points for feedback control, require the oversight and fine tuning of skilled technicians. This necessity is particularly pronounced in automated greenhouses, where optimal environmental conditions depend on the specialized knowledge of dedicated technicians, emphasizing the need for expert involvement during installation and maintenance. To address these challenges, this study proposes the integration of data acquisition technologies using Internet of Things (IoT) protocols and optimization services via reinforcement learning (RL) methodologies. The proposed model was tested in an industrial production greenhouse for the cultivation of industrial hemp, applying adapted strategies to the crop, and was guided by an agronomic technician knowledgeable about the plant. The expertise of this technician was crucial in transferring the RL model to a real-world automated greenhouse equipped with IoT technology. The study concludes that the integration of IoT and RL technologies is effective, validating the model’s ability to manage and optimize greenhouse operations efficiently and adapt to different types of crops. Moreover, this integration not only enhances operational efficiency but also reduces the need for constant human intervention, thereby minimizing labor costs and increasing scalability for larger agricultural enterprises. Furthermore, the RL-based control has demonstrated its ability to maintain selected temperatures and achieve energy savings compared to classical control methods. Full article
(This article belongs to the Special Issue AI, IoT and Smart Sensors for Precision Agriculture)
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<p>RL paradigm in greenhouse proposed.</p>
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<p>Layered technological architecture. Relationship between IoT, RL, digital platform and different interfaces.</p>
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<p>IoT platform. Basic infrastructure for data capture, analysis and management services.</p>
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<p>Industrial greenhouse used to deploy the IoT data. A control intranet has been deployed with embedded devices and communications based on IoT protocols (WiFi and MQTT).</p>
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<p>Example of daily data obtained in the dataset. The data are obtained daily every minute and stored in a dataset to obtain temperature prediction models inside the greenhouse. The top graph indicates exterior temperature, interior temperature and global radiation. The figure below indicates exterior relative humidity, interior relative humidity, wind speed and wind direction.</p>
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<p>Comparative analysis between RL control, <a href="#sensors-24-08109-t005" class="html-table">Table 5</a> reward functions and RL control.</p>
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<p>Comparative analysis in greenhouse cooling process: R1a: percentage difference in energy consumption (RL-reward function 1 vs. fixed set-point), R2a: percentage difference in energy consumption (RL-reward function 2 vs. fixed set-point), R3a: percentage difference in energy consumption (RL-reward function 3 vs. fixed set-point), R1b: inside temperature (RL-reward function 1 vs. fixed set-point), R2b: inside temperature (RL-reward function 2 vs. fixed set-point), R3b: inside temperature (RL-reward function 3 vs. fixed set-point).</p>
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<p>Comparative analysis in greenhouse heating process. R1a: percentage difference in energy consumption (RL-reward function 1 vs. fixed set-point), R2a: percentage difference in energy consumption (RL-reward function 2 vs. fixed set-point), R3a: percentage difference in energy consumption (RL-reward function 3 vs. fixed set-point), R1b: inside temperature (RL-reward function 1 vs. fixed set-point), R2b: inside temperature (RL-reward function 2 vs. fixed set-point), R3b: inside temperature (RL-reward function 3 vs. fixed set-point).</p>
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<p>Machine learning methods to predict the temperature inside the greenhouse <math display="inline"><semantics> <mrow> <mo>(</mo> <mi>T</mi> <mi>I</mi> <mo>)</mo> </mrow> </semantics></math>. The figure above is the RMSE comparison. The figure below is the MAE comparison.</p>
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<p>Cooling process: energy consumption: RL vs. fixed set-point (<b>left</b>) and inside temperature: RL vs. fixed set-point vs. predicted (<b>right</b>). The graph on the left shows comparative energy consumption: RL vs. fixed set-point. The graph on the right shows the inside temperature: RL vs. fixed set-point vs. predicted.</p>
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<p>Heating process: comparative energy consumption: RL vs. fixed set-point and inside temperature: RL vs. fixed set-point vs. predicted. The graph on the (<b>left</b>) shows comparative energy consumption: RL vs. fixed set-point. The graph on the (<b>rigth</b>) shows inside temperature: RL vs. fixed set-point vs. predicted.</p>
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<p>Comparative analysis taking different reference temperatures (set-points). The graph on the (<b>left</b>) shows comparative energy consumption for different T_setpoints. The graph on the (<b>right</b>) shows energy savings for different T_setpoints.</p>
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8 pages, 1401 KiB  
Case Report
Music Therapy as a Tool to Unveil Musical Potential or Hidden Savant in Children with Autism: A Case Study
by Mais Hatahet, Andrea Sárváry and Attila Sárváry
Children 2024, 11(12), 1543; https://doi.org/10.3390/children11121543 - 19 Dec 2024
Abstract
Background/Objectives: Savant syndrome is a perplexing condition characterized by the exceptional abilities or talents of individuals with disabilities or low IQ. Methods: This study shows an individual case of a child with autism, detailing how music therapy may facilitate the discovery [...] Read more.
Background/Objectives: Savant syndrome is a perplexing condition characterized by the exceptional abilities or talents of individuals with disabilities or low IQ. Methods: This study shows an individual case of a child with autism, detailing how music therapy may facilitate the discovery of musical abilities and how it can improve different areas of development, e.g., motor function, communication, social skills, and emotional expression. Results: The 17-year-old male (KH), diagnosed at the age of three with autism spectrum disorder (ASD) and having moderate abilities, exhibited no interest in music until the initiation of a music therapy program at the age of 11 years. KH consistently has repeated movements which impede his advancement in various tasks. This observation prompted the occupational therapist to purposefully incorporate this movement into piano training and recommend the initiation of music therapy sessions. He subsequently began utilizing the piano and demonstrated an extraordinary aptitude for musical note interpretation and creation. Conclusions: Occupational therapy may contribute to revealing hidden savant syndrome in children with ASD. Prolonged musical training has multiple impacts on motor functioning and multi-sensory perception, and it may also elicit favorable behavioral modifications in children with autism. Full article
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<p>General psycho-social and cognitive outcomes of a child with ASD after six months of music therapy.</p>
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<p>Summary of the music therapy’s progress for this case.</p>
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15 pages, 932 KiB  
Article
Development of Communication Skills Training for Oncology Clinicians to Promote Inclusion of the Family Members of LGBTQ+ People with Cancer
by William E. Rosa, Amanda Kastrinos, Smita C. Banerjee, Kimberly Acquaviva, Koshy Alexander, Meghan McDarby, Mia Behrens and Patricia A. Parker
Healthcare 2024, 12(24), 2557; https://doi.org/10.3390/healthcare12242557 - 19 Dec 2024
Viewed by 44
Abstract
Background: LGBTQ+ persons with cancer and their families consistently face discriminatory care. In addition, clinicians report inadequate population-specific knowledge and communication skills to effectively promote LGBTQ+ inclusion. To fill this gap, we designed a communication skills training based on extant literature; multidisciplinary perspectives; [...] Read more.
Background: LGBTQ+ persons with cancer and their families consistently face discriminatory care. In addition, clinicians report inadequate population-specific knowledge and communication skills to effectively promote LGBTQ+ inclusion. To fill this gap, we designed a communication skills training based on extant literature; multidisciplinary perspectives; and patient, family, and clinician expert engagement. Methods: Training content comprised didactic information, including exemplar videos of communication strategies, and experiential learning roleplay opportunities with standardized patient and family member actors. Two training sessions were conducted virtually with invited multidisciplinary clinicians using convenience sampling. Each training was followed by a one-hour, semi-structured focus group to solicit feedback on participants’ experiences and recommendations for improvement. Focus group transcripts were thematically analyzed using a constant comparative approach. Results: Two major themes were identified: key takeaways from the training and recommendations for improvement. Participants reported favorable learning experiences and believed the training would have a positive influence on future clinical interactions. We synthesized recommendations into five discrete pieces of feedback related to (1) the advanced level of training material; (2) diversity throughout the training; (3) complexity of family dynamics; and (4) recovery from communication mistakes; and (5) additional topics for future training. Based on feedback, corresponding changes for each item and a refined communication skills blueprint are provided. Conclusions: Our innovative training on inclusive cancer care for LGBTQ+ patients’ families will provide both knowledge-based and experiential learning opportunities to advance clinicians’ confidence in communicating empathically with members of diverse sexual orientation and gender identities. The training is poised for feasibility and efficacy testing. Full article
(This article belongs to the Special Issue Health Equity in Palliative Care)
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<p>Study schema.</p>
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<p>Exemplar video clips with communication skills labels. ©Memorial Sloan Kettering Cancer Center Communication Skills Training Program and Research Laboratory.</p>
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16 pages, 1286 KiB  
Article
Development of Spatial Memory: A Behavioral Study
by Konstantinos Kostakos, Alexandra Pliakopanou, Vasileios Meimaridis, Ourania-Natalia (Oriana) Galanou, Aikaterini Argyro Anagnostou, Dimitra Sertidou, Panagiotis Katis, Periklis Anastasiou, Konstantinos Katsoulidis, Yannis Lykogiorgos, Dimitrios Mytilinaios, Andreas P. Katsenos, Yannis V. Simos, Stefanos Bellos, Spyridon Konitsiotis, Dimitrios Peschos and Konstantinos I. Tsamis
NeuroSci 2024, 5(4), 713-728; https://doi.org/10.3390/neurosci5040050 - 19 Dec 2024
Viewed by 33
Abstract
Although spatial memory has been widely studied in rodents, developmental studies involving humans are limited in number and sample size. We designed and studied the validity of two simple experimental setups for the evaluation of spatial memory and navigation development. The dataset of [...] Read more.
Although spatial memory has been widely studied in rodents, developmental studies involving humans are limited in number and sample size. We designed and studied the validity of two simple experimental setups for the evaluation of spatial memory and navigation development. The dataset of this study was composed of 496 schoolchildren, from 4 to 15 years old. Participants were tested blindfolded on their ability to navigate in a square area between three stool stations while performing an item-collecting task, having observed the experimental space and procedure (Test 1) or having, in addition, executed the task open-eyed (Test 2). The performance times were analyzed to identify age-specific differences. Parametric methods, including the one-way ANOVA and independent samples t-test, were employed. Statistically significant differences were observed in the mean performance time among age groups, as well as within the same age groups when comparing Test 1 and Test 2. Our results revealed a performance improvement with aging for both functions and showed that spatial memory and spatial navigation develop throughout childhood and puberty and interact during development. When children integrate visual stimuli with other sensory inputs, they can form stronger spatial memories, thereby enhancing their navigation skills. The proposed experimental setup is considered feasible and can be used for behavioral studies of navigation-related memory in children and beyond with appropriate adaptations, allowing for large-scale assessment. Full article
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<p>(<b>A</b>) Schematic representation of the experimental setup and procedure for the assessment of spatial memory and spatial navigation in testing room 1 (<b>A1</b>) and testing room 2 (<b>A2</b>). (<b>B</b>) Photographic depiction of the experimental setup.</p>
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<p>Boxplot of performance time by age group for Test 1 (indicated by (1)) and Test 2 (indicated by (2)). The level of statistical significance is indicated by the use of asterisks. A single asterisk (*) denotes a <span class="html-italic">p</span>-value of less than 0.05, two asterisks (**) indicate a <span class="html-italic">p</span>-value of less than 0.01, three asterisks (***) denote a <span class="html-italic">p</span>-value of less than 0.001, (****) signify a <span class="html-italic">p</span>-value of less than 0.0001.</p>
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<p>Boxplot illustrating performance across age groups for Test 1 (indicated by (1)) and Test 2 (indicated by (2)). The level of statistical significance is indicated by the use of asterisks. A single asterisk (*) denotes a <span class="html-italic">p</span>-value of less than 0.05, two asterisks (**) indicate a <span class="html-italic">p</span>-value of less than 0.01, three asterisks (***) denote a <span class="html-italic">p</span>-value of less than 0.001. The geometric shapes above the box plots indicate the outlier values, categorized by test and age group, respectively.</p>
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13 pages, 12629 KiB  
Case Report
Different Types of Co-Infection by Contagious Ecthyma Virus, Enteropathogenic Escherichia coli, Mycoplasma conjunctivae, Ecto- and Endo-Parasites in Four Young Alpine Ibex (Capra ibex)
by Lorenzo Domenis, Raffaella Spedicato, Cristina Guidetti, Emanuele Carella and Serena Robetto
Animals 2024, 14(24), 3666; https://doi.org/10.3390/ani14243666 - 19 Dec 2024
Viewed by 103
Abstract
The research aimed to investigate the perinatal pathology of Alpine ibex (Capra ibex) through the study of four young subjects (at the age of 3 to 4 months) found dead in Valle d’Aosta, a region of northwestern Italy. The carcasses were [...] Read more.
The research aimed to investigate the perinatal pathology of Alpine ibex (Capra ibex) through the study of four young subjects (at the age of 3 to 4 months) found dead in Valle d’Aosta, a region of northwestern Italy. The carcasses were submitted to necropsy followed by an examination of ecto- and endoparasites (ECP and ENP); samples from the gross lesions (in summary, cutaneous papilloma and crusts, ocular discharge, lobular haemorrhagic areas in the lungs, catarrhal–haemorrhagic enterocolitis) were analysed by bacteriological, histopathological, and biomolecular methods to define the etiological agent. The subjects, with various co-infection patterns, were affected by contagious ecthyma virus (ORFV) (agent of a highly diffusive pustular dermatitis transmissible to small ruminants and humans), Enteropathogenic Escherichia coli (EPEC) (major etiological agent of infantile diarrhoea especially in developing countries), Mycoplasma conjunctivae (MC) (cause of an ocular infection common to goats and sheep), various ECP (ticks and keds) and ENP (lung and intestinal nematodes, and coccidia). This study emphasises the potential role of the Alpine ibex in the transmission of infectious diseases to other animals such as to humans and, secondly, the need to apply diversified analytical approaches, with the commitment of various specialistic skills, in order to define, in detail, the various and frequently overlapping causes that led a free-ranging animal to the death. Full article
(This article belongs to the Special Issue Wildlife Diseases: Pathology and Diagnostic Investigation)
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<p>(<b>A</b>) Alpine ibex contagious ecthyma. Papillomatous proliferative lesion by ORFV, partially ulcerated and strongly hyperaemic, on the tongue (arrow) and upper lip (arrowhead)—(Subject 1). (<b>B</b>) Alpine ibex contagious ecthyma. Typical “cauliflower-like” papillomatous proliferative lesions (arrow) by ORFV, heavily crusted, at the extremities of the limbs, proximal to the nails—(Subject 1). (<b>C</b>) Alpine ibex contagious ecthyma. ORFV lesion in the tongue, characterised by epithelial proliferation with spongiosis (asterisk) and severe dilatation of the sub-epithelial vessel network (arrow)—(Subject 1). HE (10×). (<b>D</b>) Alpine ibex contagious ecthyma. Acidophilic intra-cytoplasmatic inclusion bodies by ORFV, with clear halo, inside epithelial spongiotic cells of the tongue mucosa (arrows)—(1). HE (100×). (<b>E</b>) Alpine ibex contagious ecthyma. Cutaneous proliferative lesions by ORFV, characterised by orthokeratotic hyperkeratosis (arrow), middle acanthosis (asterisk), dilatation of sub-epidermic vessel network, and mixed cells dermal phlogosis (triangle)—(Subject 2). HE (10×).</p>
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<p>(<b>A</b>) Alpine ibex contagious ecthyma. Papillomatous proliferative lesion by ORFV, partially ulcerated and strongly hyperaemic, on the tongue (arrow) and upper lip (arrowhead)—(Subject 1). (<b>B</b>) Alpine ibex contagious ecthyma. Typical “cauliflower-like” papillomatous proliferative lesions (arrow) by ORFV, heavily crusted, at the extremities of the limbs, proximal to the nails—(Subject 1). (<b>C</b>) Alpine ibex contagious ecthyma. ORFV lesion in the tongue, characterised by epithelial proliferation with spongiosis (asterisk) and severe dilatation of the sub-epithelial vessel network (arrow)—(Subject 1). HE (10×). (<b>D</b>) Alpine ibex contagious ecthyma. Acidophilic intra-cytoplasmatic inclusion bodies by ORFV, with clear halo, inside epithelial spongiotic cells of the tongue mucosa (arrows)—(1). HE (100×). (<b>E</b>) Alpine ibex contagious ecthyma. Cutaneous proliferative lesions by ORFV, characterised by orthokeratotic hyperkeratosis (arrow), middle acanthosis (asterisk), dilatation of sub-epidermic vessel network, and mixed cells dermal phlogosis (triangle)—(Subject 2). HE (10×).</p>
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<p>Alpine ibex ecto- and endo-parasites. <span class="html-italic">Ixodes ricinus</span> (<b>A</b>), <span class="html-italic">Melophagus rupicaprinus</span> (<b>B</b>), <span class="html-italic">Eimeria</span> spp., (<b>C</b>), <span class="html-italic">Nematodirus</span> spp. (<b>D</b>)—(Subjects 1, 2, 4).</p>
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<p>(<b>A</b>) Alpine ibex enteritis by EPEC. The intestine appears oedematous, dilated, and congested, with diarrhoeic haemorrhagic content (insert)—(Subject 4). (<b>B</b>) Alpine ibex enteritis by EPEC. Acute phlogosis with a severe dilatation of lamina propria and sub-mucosa vessel network—(Subject 4). HE (10×). (<b>C</b>) Alpine ibex enteritis by EPEC. Intestinal villi show loss of epithelial surface cells (arrow), oedema, and mixed phlogosis with macrophages, monocytes, and neutrophils (asterisk)—(Subject 4). HE (40×).</p>
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<p>(<b>A</b>) Alpine ibex verminous bronchopneumonia. Parasitic lesions inside caudal lung lobes, characterised by multiple-coloured grey foci of consolidated parenchyma (arrows)—(Subject 4). (<b>B</b>) Alpine ibex verminous bronchopneumonia. Multiple appreciable nematodes larvae inside alveolar lumina (arrows) and hyperplasia of BALT system (triangle)—(Subject 4). HE (10×).</p>
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