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20 pages, 3620 KiB  
Article
Comparing the Efficiency of Particle Swarm and Harmony Search Algorithms in Optimizing the Muskingum–Cunge Model
by Rahleh Ahmadi, Jamshid Piri, Hadi Galavi and Mahdi Keikha
Water 2025, 17(1), 104; https://doi.org/10.3390/w17010104 - 2 Jan 2025
Viewed by 188
Abstract
Climate change-induced alterations in monsoon patterns have exacerbated flooding challenges in Balochistan, Iran. This study addresses the urgent need for improved flood prediction methodologies in data-scarce arid regions by integrating the Muskingum–Cunge model with advanced optimization techniques. Particle swarm optimization (PSO) and harmony [...] Read more.
Climate change-induced alterations in monsoon patterns have exacerbated flooding challenges in Balochistan, Iran. This study addresses the urgent need for improved flood prediction methodologies in data-scarce arid regions by integrating the Muskingum–Cunge model with advanced optimization techniques. Particle swarm optimization (PSO) and harmony search (HS) algorithms were applied and compared across eight major rivers in Balochistan, each with distinct hydrological characteristics. A comprehensive multi-metric evaluation framework was developed to assess the performance of these algorithms. The results demonstrate PSO’s superior performance, particularly in complex terrain conditions. For instance, at the Kajou station, PSO improved the Coefficient of Residual Mass (CRM) by 0.01, efficiency (EF) by 0.92, Agreement Index (d) by 0.98, and Normalized Root Mean Square Error (NRMSE) by 0.10 compared to HS. Correlation coefficients ranging from 0.6558 to 0.9645 validate the methodology’s effectiveness in data-scarce environments. This research provides valuable insights into algorithm performance under limited data conditions and offers region-specific parameter optimization guidelines for similar geographical contexts. By advancing flood routing science and providing a validated framework for optimization algorithm selection, this study contributes to improved flood management in regions vulnerable to climate change. Full article
(This article belongs to the Section Hydrology)
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<p>Study area and river basins in Baluchistan.</p>
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<p>Flowchart of particle swarm optimization algorithm (PSO).</p>
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<p>Flowchart of harmony search algorithm (HS).</p>
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<p>Comparing the results of PSO and HS models of the optimization of Muskingum–Cunge coefficients against the actual flood flow for stations.</p>
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<p>Comparing the results of PSO and HS models of the optimization of Muskingum–Cunge coefficients against the actual flood flow for stations.</p>
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<p>Chart of outlet flow with PSO and HS models, optimization of Muskingum–Cunge coefficients for stations.</p>
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<p>Chart of outlet flow with PSO and HS models, optimization of Muskingum–Cunge coefficients for stations.</p>
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<p>Heat map to compare statistical results in stations.</p>
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25 pages, 69301 KiB  
Article
An Improved Image-Denoising Technique Using the Whale Optimization Algorithm
by Pei Hu, Yibo Han and Jeng-Shyang Pan
Electronics 2025, 14(1), 145; https://doi.org/10.3390/electronics14010145 - 1 Jan 2025
Viewed by 306
Abstract
Images often suffer from various types of noise during their collection and transmission, such as salt-and-pepper, speckle, and Gaussian noise. The wavelet transform (WT) is widely utilized for denoising. However, the decomposition level and threshold significantly impact the quality of the resulting images, [...] Read more.
Images often suffer from various types of noise during their collection and transmission, such as salt-and-pepper, speckle, and Gaussian noise. The wavelet transform (WT) is widely utilized for denoising. However, the decomposition level and threshold significantly impact the quality of the resulting images, but they are difficult to set. This paper uses a modified whale optimization algorithm (MWOA) to optimize the parameters of the WT to achieve better image denoising. The MWOA is enhanced through position updates and mutation to improve the solution quality of WOA and enlarge the search space of the WT. In benchmark images, experimental comparisons with other optimization algorithms like WOA, adaptive cuckoo search (ACS), and social spider optimization (SSO) show that the proposed denoising method achieves superior results in terms of the peak signal-to-noise ratio (PSNR), mean square error (MSE), and structural similarity index (SSIM). Full article
(This article belongs to the Special Issue Applications of Computational Intelligence, 3rd Edition)
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<p>The detailed steps for obtaining the optimized output of the denoised image.</p>
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<p>Flowchart of the proposed MWOA-based denoising algorithm.</p>
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<p>The test images.</p>
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<p>The test images for Gaussian noise.</p>
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<p>Results 1 of different denoising techniques for Gaussian noise.</p>
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<p>Results 2 of different denoising techniques for Gaussian noise.</p>
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<p>Results 3 of different denoising techniques for Gaussian noise.</p>
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<p>The test images for hybrid noise.</p>
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<p>Results 1 of different denoising techniques for hybrid noise.</p>
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<p>Results 2 of different denoising techniques for hybrid noise.</p>
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<p>Results 3 of different denoising techniques for hybrid noise.</p>
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13 pages, 695 KiB  
Systematic Review
Impact of the Cooperative Health Insurance System in Saudi Arabia on Universal Health Coverage—A Systematic Literature Review
by Ahmed Ali Alzahrani, Milena Pavlova, Nizar Alsubahi, Ala’eddin Ahmad and Wim Groot
Healthcare 2025, 13(1), 60; https://doi.org/10.3390/healthcare13010060 - 1 Jan 2025
Viewed by 373
Abstract
Background: This systematic review assesses the role of the Cooperative Health Insurance System (CHIS) in achieving Universal Health Coverage (UHC) in Saudi Arabia’s evolving healthcare system by consolidating and analyzing findings from diverse studies to provide a comprehensive overview of CHIS’s impact and [...] Read more.
Background: This systematic review assesses the role of the Cooperative Health Insurance System (CHIS) in achieving Universal Health Coverage (UHC) in Saudi Arabia’s evolving healthcare system by consolidating and analyzing findings from diverse studies to provide a comprehensive overview of CHIS’s impact and also identifies contextual challenges and practical insights that can inform similar reforms globally. Methods: We report results following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The following six databases were searched for relevant studies: PubMed, Scopus, CINAHL, Business Source Complete, APA PsycINFO, and SocIndex. The review protocol was registered with PROSPERO. Inclusion criteria focused on studies examining the impact of CHIS on the UHC dimensions based on the following themes: population covered, affordability, quality, efficiency, access, services covered, and financial coverage. The initial search identified 1316 publications. Results: A total of 30 studies met the inclusion criteria. Our synthesis indicates that CHIS has significantly improved healthcare access and quality, particularly in the private sector. CHIS was also associated with increased healthcare efficiency through standardized benefit packages and reduced out-of-pocket expenditures. However, these studies noted challenges such as rising insurance premiums, infrastructural deficiencies, and cultural barriers. Conclusions: CHIS is integral to Saudi Arabia’s healthcare reform, substantially contributing to UHC’s objectives. Despite notable advances, continuous efforts are needed to address existing challenges and expand coverage. The findings suggest that enhanced government support and public awareness are crucial for advancing UHC goals in Saudi Arabia. Full article
(This article belongs to the Section Health Assessments)
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<p>Quality assessment of included studies.</p>
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<p>PRISMA flowchart.</p>
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14 pages, 1014 KiB  
Systematic Review
Immunogenicity, Efficacy, and Effectiveness of Two-Dose and Shorter Schedules of Hepatitis E Vaccine: A Systematic Review
by Bilal Azam, Melanie Marti, Amit Goel and Rakesh Aggarwal
Vaccines 2025, 13(1), 28; https://doi.org/10.3390/vaccines13010028 - 31 Dec 2024
Viewed by 368
Abstract
Background: Hepatitis E virus (HEV) is a leading cause of acute viral hepatitis in adults. The schedule for HEV 239, the only approved anti-HEV vaccine, consists of three doses at 0, 1, and 6 months, which is unsuitable for use in emergency [...] Read more.
Background: Hepatitis E virus (HEV) is a leading cause of acute viral hepatitis in adults. The schedule for HEV 239, the only approved anti-HEV vaccine, consists of three doses at 0, 1, and 6 months, which is unsuitable for use in emergency and outbreak situations where quick protection is desired. We, therefore, undertook a systematic review of data on immunogenicity, efficacy, and effectiveness of alternative accelerated schedules. Methods: Data sources on immunogenicity, efficacy, and effectiveness of the HEV 239 vaccine following accelerated schedules published between 22 January 2005 and February 2024 were identified from five electronic databases, and the relevant data were extracted. Results: The search identified seven relevant reports, including one phase II pre-licensure trial, three reports from the phase III licensure trial, and three post-licensure reports. In these studies, following administration of the HEV 239 vaccine in two doses at 0 and 1 month or a three-dose rapid (0, 7, and 21 days) schedule, anti-HEV antibody seroconversion rates were similar to and geometric mean concentrations of anti-HEV antibody were only slightly lower than those following the standard three-dose schedule. In individuals who were seropositive for anti-HEV antibodies at baseline, the antibody response persisted for several years irrespective of the number of vaccine doses, and in those who were seronegative at baseline, administration of two vaccine doses induced antibodies whose level remained substantially high till at least 13 months of follow-up. Administration of two doses was also associated with a high protective efficacy against HEV infection and associated disease. Conclusions: The available data indicate that two doses of HEV 239 administered one month apart confer sufficiently high antibody titers and protection for at least 13 months, a duration which should be adequate for its use as an outbreak control measure. Full article
(This article belongs to the Special Issue 50 Years of Immunization—Steps Forward)
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<p>Flow chart showing the process of the literature search and screening for eligibility.</p>
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<p>Geometric mean concentration of IgG anti-HEV and seropositivity rates among participants in immunogenicity sub-group. The left panel shows data for those who were seronegative for anti-HEV antibodies at baseline, and the right panel shows data for those who were seropositive at baseline.</p>
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12 pages, 622 KiB  
Article
Revisiting Avian Metapneumovirus Subtype B in Broiler Chickens and Turkeys in Morocco: First Molecular Characterization
by Amine Mernizi, Abdeljelil Ghram, Hicham Fathi, Enrique Carceller, Juan-Luis Criado, Martina Dardi, Oumayma Arbani, Mohammed Bouslikhane, Mohammed Mouahid, Caterina Lupini, Elena Catelli, Siham Fellahi and Saadia Nassik
Poultry 2025, 4(1), 3; https://doi.org/10.3390/poultry4010003 - 31 Dec 2024
Viewed by 349
Abstract
Avian Metapneumovirus (aMPV) is a significant poultry pathogen with a global presence, primarily causing respiratory issues in turkeys. It also affects chickens, although the severity of its impact is often lessened in this species. In Morocco, aMPV has been detected in broiler flocks, [...] Read more.
Avian Metapneumovirus (aMPV) is a significant poultry pathogen with a global presence, primarily causing respiratory issues in turkeys. It also affects chickens, although the severity of its impact is often lessened in this species. In Morocco, aMPV has been detected in broiler flocks, prompting the need to deeply analyze circulating strains to better understand the epidemiology and develop control measures accordingly. This research focuses on the sequencing and molecular characterization of aMPV in these flocks. Additionally, aMPV isolated from turkeys displaying Turkey Rhinotracheitis (TRT) signs was included in the study to compare the findings. RNA extracted from positive swabs was subjected to nested PCR, targeting the attachment protein of the G gene, followed by gel electrophoresis. Amplicons were purified and sequenced using the Sanger method. Bioinformatics tools facilitated sequence analyses, including BLAST for similarity searches and Mega® for phylogenetic analysis using the maximum likelihood method with 1000 bootstrap replicates. The investigation unveiled the existence of two distinct clades of the aMPV/B isolates, which originated from used vaccines, all circulating in broilers and turkeys and indicating potential virus transmission between both poultry species. This article presents the first-ever molecular characterization of aMPV isolated from Moroccan broilers and turkeys, encompassing comprehensive investigations on its presence and subtype, and genetic characterization. Full article
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<p>Map of Morocco, outlining the origins of the different samples studied. The sample types are indicated with symbols as follows: △: longitudinal study sampling; ◯: one-off sampling; *: fresh broiler head sampling; ☆: fresh turkey head sampling from a slaughterhouse.</p>
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<p>Phylogenetic analysis of the partial nucleic acid sequence of the G gene. The aMPV/B strains from Morocco are highlighted in red, and vaccine strains are highlighted in blue. North African strains are in orange, and reference strains with relevance are marked in green. Data were analyzed using the maximum likelihood method.</p>
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17 pages, 2353 KiB  
Article
Fuzzy Fault Tree Maintenance Decision Analysis for Aviation Fuel Pumps Based on Nutcracker Optimization Algorithm–Graph Neural Network Improvement
by Weidong He, Xiaojing Yin, Yubo Shao, Dianxin Chen, Jianglong Mi and Yang Jiao
Mathematics 2025, 13(1), 123; https://doi.org/10.3390/math13010123 - 31 Dec 2024
Viewed by 259
Abstract
As a critical component of the engine, the failure of aviation fuel pumps can lead to serious safety accidents, necessitating the development of effective maintenance programs. Fault Tree Analysis (FTA) has a clear structure and strong interpretability in maintenance decision making. However, it [...] Read more.
As a critical component of the engine, the failure of aviation fuel pumps can lead to serious safety accidents, necessitating the development of effective maintenance programs. Fault Tree Analysis (FTA) has a clear structure and strong interpretability in maintenance decision making. However, it heavily relies on expert knowledge, which is subject to uncertainty and incoherence. Therefore, this paper proposes the NOA (Nutcracker Optimization Algorithm)–GNN (Graph Neural Network) model to enhance the accuracy and robustness of FTA by mitigating the uncertainty and inconsistency in expert knowledge. The NOA algorithm efficiently searches the solution space to identify globally optimal solutions. An FTA-TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) maintenance decision-making framework has also been developed. By integrating FTA with TOPSIS, the proposed method provides a comprehensive and systematic approach that combines qualitative and quantitative analyses, thereby improving the effectiveness and reliability of maintenance decision making. Full article
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<p>Overall process framework.</p>
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<p>Overview of aviation fuel pump components.</p>
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<p>Working principle diagram of aviation engine fuel system.</p>
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<p>Fault tree building. T: Aviation fuel pump failure. M1: Drive system failure. M2: Impeller and sealing system failure. M3: Outer casing and sealing system failure. M4: Impeller failure. X1: Brushes worn. X2: Brushes loose. X3: Fuse burnt out. X4: Winding shorted. X5: Winding grounded. X6: Core loose. X7: Plug poor contact. X8: Bearing wear. X9: Impeller wear. X10: Screw loose. X11: Impeller clearance too large. X12: Impeller clearance too small. X13: Bowl clearance damaged. X14: Outlet blockage. X15: Seal wear. X16: spring breakage.</p>
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<p>Comparison of uncertainty before and after optimization.</p>
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<p>Affiliation function.</p>
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<p>Bottom event failure probability.</p>
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<p>Significance analysis of bottom events.</p>
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<p>Decision analysis of bottom incident maintenance.</p>
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33 pages, 3272 KiB  
Review
Caught in the Crossfire: Unmasking the Silent Renal Threats of Tyrosine Kinase Inhibitors in Chronic Myeloid Leukemia
by Maria Benkhadra, Rola Ghasoub, Reem Hajeomar, Awni Alshurafa, Nabeel Mohammad Qasem, Giuseppe Saglio, Jorge Cortes, Islam Elkonaissi, Rasha Kaddoura and Mohamed A. Yassin
Cancers 2025, 17(1), 92; https://doi.org/10.3390/cancers17010092 - 30 Dec 2024
Viewed by 352
Abstract
Background: Renal adverse drug reactions (ADRs) associated with tyrosine kinase inhibitors (TKIs) in the treatment of chronic myeloid leukemia (CML) are relatively rare, and there is currently no standardized protocol for their management. Therefore, this study aimed to summarize renal ADRs related to [...] Read more.
Background: Renal adverse drug reactions (ADRs) associated with tyrosine kinase inhibitors (TKIs) in the treatment of chronic myeloid leukemia (CML) are relatively rare, and there is currently no standardized protocol for their management. Therefore, this study aimed to summarize renal ADRs related to TKIs use in CML and propose an evidence-based approach to monitor and manage these ADRs. Methods: A systematic literature review was performed to identify renal ADRs associated with TKIs in CML. Two authors screened the search results and extracted data from 37 eligible studies. These findings were then used to develop a scheme for clinicians to monitor and manage these ADRs. Results: Overall, imatinib seemed to be significantly linked to renal adverse events compared to other TKIs, and switching to dasatinib or nilotinib significantly improved renal function. Similar events were reported with bosutinib, although they were not statistically significant. However, most of the renal events reported on dasatinib were described as nephrotic syndrome that resolved with switching to imatinib. Few cases were reported with nilotinib that described tumor lysis syndrome (TLS)-related kidney injury. Conclusions: Recommendations include monitoring for progressive decline in the estimated glomerular filtration rate with imatinib, nephrotic syndrome with dasatinib, and TLS with nilotinib. Additionally, holding the offending TKI and managing renal ADRs according to local guidelines were adopted more frequently than reducing the TKI dose. Full article
(This article belongs to the Section Systematic Review or Meta-Analysis in Cancer Research)
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<p>Record screening process (PRISMA flow chart).</p>
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<p>Suggestions on the initial choice of TKI in CML therapy and related monitoring parameters based on renal risk factors.</p>
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<p>Suggestions on patient management following the occurrence of a TKI-related renal event.</p>
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12 pages, 1677 KiB  
Article
Enhanced Drug Skin Permeation by Azone-Mimicking Ionic Liquids: Effects of Fatty Acids Forming Ionic Liquids
by Takeshi Oshizaka, Shunsuke Kodera, Rika Kawakubo, Issei Takeuchi, Kenji Mori and Kenji Sugibayashi
Pharmaceutics 2025, 17(1), 41; https://doi.org/10.3390/pharmaceutics17010041 - 30 Dec 2024
Viewed by 300
Abstract
Background/Objectives: Laurocapram (Azone) attracted attention 40 years ago as a compound with the highest skin-penetration-enhancing effect at that time; however, its development was shelved due to strong skin irritation. We had already prepared and tested an ante-enhancer (IL-Azone), an ionic liquid (IL) [...] Read more.
Background/Objectives: Laurocapram (Azone) attracted attention 40 years ago as a compound with the highest skin-penetration-enhancing effect at that time; however, its development was shelved due to strong skin irritation. We had already prepared and tested an ante-enhancer (IL-Azone), an ionic liquid (IL) with a similar structure to Azone, consisting of ε-caprolactam and myristic acid, as an enhancer candidate that maintains the high skin-penetration-enhancing effect of Azone with low skin irritation. In the present study, fatty acids with different carbon numbers (caprylic acid: C8, capric acid: C10, lauric acid: C12, myristic acid: C14, and oleic acid: C18:1) were selected and used with ε-caprolactam to prepare various IL-Azones in the search for a more effective IL-Azone. Methods: Excised porcine skin was pretreated with each IL-Azone to assess the in vitro skin permeability of antipyrine (ANP) as a model penetrant. In addition, 1,3-butanediol was selected for the skin permeation test to confirm whether the effect of IL-Azone was due to fatty acids and if this effect differed depending on the concentration of IL-Azone applied. Results: The results obtained showed that C12 IL-Azone exerted the highest skin-penetration-enhancing effect, which was higher than Azone. On the other hand, many of the IL-Azones tested had a lower skin-penetration-enhancing effect. Conclusions: These results suggest the potential of C12 IL-Azone as a strong and useful penetration enhancer. Full article
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<p>The reaction scheme to IL-Azone.</p>
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<p>Preparation methods of suspended or emulsified solution (i.e., saturated solution) containing various fatty acids or ε-caprolactam.</p>
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<p>DSC charts of IL-Azone components (<b>a</b>) and each IL-Azone (<b>b</b>).</p>
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<p>Pretreatment effects of Azone and each IL-Azone on the cumulative amount of ANP permeating through the skin over 24 h. Symbols: control (saline; ×), IL-Azone (C8; ⬤, C10; ▲, C12; ■, C14; ◯, and C18:1; △), and Azone (☐). Each data point represents the mean ± S.D. (<span class="html-italic">n</span> = 3–4).</p>
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<p>Pretreatment effects of each fatty acid or ε-caprolactam suspended in 1,3-BG on the cumulative amount of ANP that permeated through the skin over 24 h. Symbols: control (control, 1,3-BG alone; ×), each fatty acid or ε-caprolactam suspended in 1,3-BG (C8; ⬤, C10; ▲, C12; ■, C14; ◯, C18:1; △, and ε-caprolactam; ☐). Each data point represents the mean ± S.D. (<span class="html-italic">n</span> = 3–6).</p>
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<p>Pretreatment effects of a simple physical mixture of C12 and ε-caprolactam suspended in 1,3-BG on the time course of the skin permeation of ANP. Symbols: suspension solution (C12 and ε-caprolactam; ⬤) and C12 alone (■) (the same data as in <a href="#pharmaceutics-17-00041-f005" class="html-fig">Figure 5</a>). Data points represent the mean ± S.D. (<span class="html-italic">n</span> = 3).</p>
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<p>Pretreatment effects of C12 IL-Azone in 1,3-BG at a C12 concentration of 5, 10, or 15% on the skin permeation of ANP. (<b>a</b>) Time course of the skin permeation of ANP. Symbols: control (1,3-BG alone; ◯), 5% IL-Azone of C12 (⬤), 10% IL-Azone of C12 (▲), 15% IL-Azone of C12 (■). (<b>b</b>) Relationship between the cumulative amount of ANP that permeated through skin over 24 h after the application of ANP with C12 IL-Azone. Each data point and column represent the mean ± S.D. (<span class="html-italic">n</span> = 3).</p>
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21 pages, 2274 KiB  
Systematic Review
Effect of Ginseng Supplementation on Exercise Endurance as a Support for Cardiovascular Disease Management: A Systematic Review and Meta-Analysis
by Angelika Szymańska, Anna Nowak, Anna Lipert and Ewa Kochan
Antioxidants 2025, 14(1), 32; https://doi.org/10.3390/antiox14010032 - 29 Dec 2024
Viewed by 623
Abstract
Ginseng has multi-directional pharmacological properties. Some data suggest that ginseng can enhance physical endurance, which, in turn, leads to protection of the cardiovascular system. However, not all experiments are conclusive. For this reason, the main aim of this research was to perform a [...] Read more.
Ginseng has multi-directional pharmacological properties. Some data suggest that ginseng can enhance physical endurance, which, in turn, leads to protection of the cardiovascular system. However, not all experiments are conclusive. For this reason, the main aim of this research was to perform a meta-analysis and review of studies published between the years 2013 and 2023 concerning the ginseng effect on physical performance in animal and human models. Medline, Pubmed, and ClinicalKey electronic databases were used to analyze data. The search strategy included the following criteria: ginseng and exercise; ginseng supplementation; and ginseng supplements. The results suggest that ginseng supplementation may have a positive effect on CK levels in animal studies. Similar observations were stated in relation to serum lactate and BUN. Furthermore, a human study showed a significant increase in exercise time to exhaustion and VO2 max after supplementation. The review of the literature and conducted meta-analysis identified that ginseng supplementation may have a positive effect on exercise endurance. Due to the fact that most of the current studies were based on animal models, further research on human models is needed to identify the most effective dosage or form of applied ginseng to be a supportive element in CVD management. Full article
(This article belongs to the Special Issue Dietary Antioxidants and Cardiovascular Health, 2nd Edition)
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<p>Pharmacological properties of ginsenosides (source: authors’ own work).</p>
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<p>PRISMA flow diagram of the study selection process.</p>
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<p>Forest plot of the results of the meta-analysis for ginseng effectiveness on lactate versus placebo group. Data are shown as mean effect sizes with 95% Cis [<a href="#B17-antioxidants-14-00032" class="html-bibr">17</a>,<a href="#B57-antioxidants-14-00032" class="html-bibr">57</a>,<a href="#B58-antioxidants-14-00032" class="html-bibr">58</a>,<a href="#B59-antioxidants-14-00032" class="html-bibr">59</a>,<a href="#B60-antioxidants-14-00032" class="html-bibr">60</a>,<a href="#B61-antioxidants-14-00032" class="html-bibr">61</a>,<a href="#B62-antioxidants-14-00032" class="html-bibr">62</a>].</p>
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<p>Forest plot of the results of the meta-analysis for ginseng effectiveness on BUN versus placebo group. Data are shown as mean effect sizes with 95% Cis [<a href="#B57-antioxidants-14-00032" class="html-bibr">57</a>,<a href="#B58-antioxidants-14-00032" class="html-bibr">58</a>,<a href="#B59-antioxidants-14-00032" class="html-bibr">59</a>,<a href="#B60-antioxidants-14-00032" class="html-bibr">60</a>,<a href="#B63-antioxidants-14-00032" class="html-bibr">63</a>].</p>
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<p>Forest plot of the results of the meta-analysis for ginseng effectiveness on CR versus placebo group. Data are shown as mean effect sizes with 95% Cis [<a href="#B60-antioxidants-14-00032" class="html-bibr">60</a>,<a href="#B61-antioxidants-14-00032" class="html-bibr">61</a>,<a href="#B64-antioxidants-14-00032" class="html-bibr">64</a>].</p>
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20 pages, 3649 KiB  
Article
Efficient Pruning of Detection Transformer in Remote Sensing Using Ant Colony Evolutionary Pruning
by Hailin Su, Haijiang Sun and Yongxian Zhao
Appl. Sci. 2025, 15(1), 200; https://doi.org/10.3390/app15010200 - 29 Dec 2024
Viewed by 264
Abstract
This study mainly addresses the issues of an excessive model parameter count and computational complexity in Detection Transformer (DETR) for remote sensing object detection and similar neural networks. We propose an innovative neural network pruning method called “ant colony evolutionary pruning (ACEP)” which [...] Read more.
This study mainly addresses the issues of an excessive model parameter count and computational complexity in Detection Transformer (DETR) for remote sensing object detection and similar neural networks. We propose an innovative neural network pruning method called “ant colony evolutionary pruning (ACEP)” which reduces the number of parameters in the neural network to improve the performance and efficiency of DETR-based neural networks in the remote sensing field. To retain the original network’s performance as much as possible, we combine population evolution and ant colony algorithms for dynamic search processes to automatically find efficient sparse sub-networks. Additionally, we design three different sparse operators based on the structural characteristics of DETR-like neural networks. Furthermore, considering the characteristics of remote sensing objects, we introduce sparsity constraints to each network layer to achieve efficient network pruning. The experimental results demonstrate that ACEP is effective on various DETR-like models. After removing a significant number of redundant parameters, it greatly improves the inference speed of these networks when performing remote sensing object detection tasks. Full article
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<p>Diagram of ant colony evolutionary pruning algorithm.</p>
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<p>Detection Transformer (DETR) neural network structure.</p>
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<p>(<b>a</b>) DS Block and (<b>b</b>) ST Block structures in Resnet 50.</p>
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<p>Illustration of IoU calculation.</p>
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<p>The experimental results. The green base points represent the data before pruning, and the blue pruned points represent the data after pruning.</p>
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<p>Pruning results of different components. (<b>a</b>) Data table of experimental result; (<b>b</b>) Comparison of accuracy; (<b>c</b>) Comparison of size; (<b>d</b>) Comparison of MACs.</p>
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<p>Pruning results of different components. (<b>a</b>) Data table of experimental result; (<b>b</b>) Comparison of accuracy; (<b>c</b>) Comparison of size; (<b>d</b>) Comparison of MACs.</p>
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<p>Accuracy changes with different pruning rates set manually.</p>
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18 pages, 2023 KiB  
Systematic Review
Vulvar Epidermolytic Hyperkeratosis: A Comprehensive Systematic Review of Case Reports and Series
by Miruna Ioana Cristescu, Elena Codruța Cozma, Cristina Beiu, Irina Tudose, Selda Ali, Anca Bobircă and Liliana Gabriela Popa
J. Clin. Med. 2025, 14(1), 94; https://doi.org/10.3390/jcm14010094 - 27 Dec 2024
Viewed by 325
Abstract
Background: Vulvar epidermolytic hyperkeratosis (EHK) is an exceedingly rare dermatological condition, often presenting as solitary or multiple lesions in the vulvar region. Due to its clinical resemblance to other vulvar disorders, such as condyloma acuminatum, Bowenoid papulosis, and squamous cell carcinoma, vulvar [...] Read more.
Background: Vulvar epidermolytic hyperkeratosis (EHK) is an exceedingly rare dermatological condition, often presenting as solitary or multiple lesions in the vulvar region. Due to its clinical resemblance to other vulvar disorders, such as condyloma acuminatum, Bowenoid papulosis, and squamous cell carcinoma, vulvar EHK poses significant diagnostic challenges. While individual case reports and small case series have documented instances of vulvar EHK, comprehensive studies systematically consolidating the clinical, histopathological, and therapeutic aspects of this condition remain lacking. Objectives: To address this gap, this systematic review consolidates all available case reports and case series on vulvar EHK. The review aims to provide a comprehensive analysis of clinical presentations, histopathological features, diagnostic challenges, treatment approaches, and patient outcomes. Methods: We conducted a systematic review following the PRISMA guidelines. We searched multiple databases (PubMed, Web of Science, Scopus) for studies published up to 30 September 2024. Only case reports and case series with histopathologically confirmed vulvar EHK were included, as no higher-level studies (e.g., randomized controlled trials or cohort studies) were available due to the rarity of this condition. Exclusion criteria were male cases, oral EHK or other unrelated conditions, and literature reviews. We extracted and analyzed data on: patient demographics, time to diagnosis, anatomical distribution, clinical presentation, associated symptoms, histopathological features, patient history, risk factors, HPV status, treatment, and outcomes. Risk of bias was assessed using the CARE checklist and JBI Checklist for Case Series. Additionally, original clinical and histopathological images from our department were included to enhance the review. Results: A total of 19 studies, encompassing 30 cases of histopathologically confirmed vulvar EHK, were identified. Most cases presented with hyperkeratotic plaques and papules localized on the labia majora. Histopathological analysis consistently revealed hyperkeratosis, acanthosis, and vacuolar degeneration in the granular and spinous layers. Misdiagnosis was common, with lesions frequently mistaken for condyloma acuminatum or other vulvar neoplasms. Conservative management, including observation and topical therapies, was associated with disease stability in asymptomatic cases, while surgical excision demonstrated complete remission in all cases where it was employed. The rarity of vulvar EHK and reliance on case reports and series limit the generalizability of findings. Conclusions: Vulvar EHK is often misdiagnosed due to its similarity to malignancies and sexually transmitted infections. This review, the first of its kind, highlights the importance of prompt histopathological diagnosis to avoid the psychological impact of a cancer or sexually transmitted disease diagnosis and unnecessary, distressing, or aggressive treatments. Further research is needed to explore the role of HPV in vulvar EHK and to establish standardized diagnostic and treatment guidelines. Full article
(This article belongs to the Section Dermatology)
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<p>PRISMA flow diagram: Nineteen relevant publications were identified through database searching and were all included in the qualitative and quantitative synthesis. * records excluded based on title and abstract screening for not meeting inclusion criteria; ** records excluded during full-text review due to irrelevance or lack of histopathological confirmation.</p>
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<p>Representative clinical image of a patient with vulvar EHK, showing multiple grey-colored, hyperkeratotic papules coalescing into plaques located bilaterally on the labia majora (clinical photograph taken at Elias Emergency University Hospital, Bucharest, Romania).</p>
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<p>Hematoxylin–eosin stain showing hyperorthokeratosis, focal hypergranulosis, and the presence of irregular keratohyalin granules, along with vacuolar degeneration of the granular and superficial spinous layers, and a minimal lymphocytic inflammatory infiltrate in the superficial dermis ((<b>A</b>): 50×; (<b>B</b>): 100×; (<b>C</b>): 200×; (<b>D</b>): 400×) (histopathology images from the Pathology Department at Elias Emergency University Hospital, Bucharest, Romania).</p>
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Article
Strangulation Using Cable Ties and a Suicidal Manner of Death: A Case Report and Literature Review Addressing an Atypical Suicidal Mode
by Camilla Cecannecchia, Stefania De Simone, Benedetta Baldari, Luigi Cipolloni and Andrea Cioffi
Forensic Sci. 2025, 5(1), 1; https://doi.org/10.3390/forensicsci5010001 - 27 Dec 2024
Viewed by 366
Abstract
Background: Strangulation by ligature, most frequently employed for homicidal purposes, is not a common suicide method. Even more infrequent is the use by the victim of cable ties as a tool of self-strangulation. Methods: We describe a case of a 50-year-old woman who [...] Read more.
Background: Strangulation by ligature, most frequently employed for homicidal purposes, is not a common suicide method. Even more infrequent is the use by the victim of cable ties as a tool of self-strangulation. Methods: We describe a case of a 50-year-old woman who was found dead with a cable tie tight around her neck. In our case, analysis of the circumstantial data and the psychopathological history of the victim—along with an external examination, an autopsy, and toxicological findings—was crucial in the differential diagnosis between death intentionally inflicted by a third person and suicide. Through a narrative review conducted by performing a literature search using online resources (PubMed, Google Scholar, and ScienceDirect). Results: we were only able to identify eight similar cases. Conclusions: These were compared with our case, to trace similarities and differences, useful in guiding the forensic doctor in the diagnosis of death in such circumstances. Full article
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<p>Discovery of the corpse during the death scene investigation. Close-up of the cable tie.</p>
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<p>Subconjunctival hemorrhage in eyes (1, right eye; 2, left eye).</p>
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<p>Close-up of the neck dissection.</p>
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<p>Dissection en bloc of the tongue and pharynx.</p>
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<p>Close-up of the lung section.</p>
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11 pages, 910 KiB  
Systematic Review
Accuracy of Full-Arch Intraoral Scans Versus Conventional Impression: A Systematic Review with a Meta-Analysis and a Proposal to Standardise the Analysis of the Accuracy
by Paolo Pesce, Paolo Nicolini, Vito Carlo Alberto Caponio, Piero Antonio Zecca, Luigi Canullo, Gaetano Isola, Domenico Baldi, Nicola De Angelis and Maria Menini
J. Clin. Med. 2025, 14(1), 71; https://doi.org/10.3390/jcm14010071 - 27 Dec 2024
Viewed by 300
Abstract
Objectives: The aim of this study was to systematically revise the state of art of the accuracy of digital and conventional impressions in clinical full-arch scenarios. Methods: Electronic and manual searches were conducted up to December 2024. Only trials comparing the accuracy of [...] Read more.
Objectives: The aim of this study was to systematically revise the state of art of the accuracy of digital and conventional impressions in clinical full-arch scenarios. Methods: Electronic and manual searches were conducted up to December 2024. Only trials comparing the accuracy of digital versus conventional impressions were selected by two independent reviewers. Accuracy was evaluated by analysing the fit of the prostheses obtained through conventional workflows and those obtained from digital workflows using intraoral scanners. Alternatively, accuracy was assessed by comparing the standard tessellation language data acquired from intraoral scanning with those obtained from scanning the physical model. The risk of bias was assessed using the Quality Assessment of Diagnostic Accuracy Studies tool. Meta-analysis was conducted to pool the mean differences from the included studies, with heterogeneity tested by Cochran’s Q test and quantified by the I2 index. Results: We included 9 relevant studies from a total of 2535 identified studies. The risk of bias was evaluated as low, and the main results of all the included articles reported similar accuracy between digital and conventional impressions. Random effects meta-analysis resulted in a pooled mean difference of 152.46 (95% C.I. = 76.46–228.46, p-value < 0.001, I2 = 93.48%). Conclusions: In conclusion, the results of the present systematic review reveal contradictory findings regarding the accuracy of digital impressions. However, most studies analysing the clinical performance of prostheses obtained through digital impressions suggest that their accuracy falls within clinically acceptable thresholds. Future research should report comparable outcomes and focus attention on linear deviations, comparing differences between conventional and digital impressions not in absolute terms, but relative to the distance measured. Full article
(This article belongs to the Special Issue Modern Patient-Centered Dental Care)
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<p>Flow-chart of the included studies.</p>
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<p>Graphical representation of the risk of bias.</p>
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<p>Results of random effects meta-analysis, pooling mean differences from the three included studies [<a href="#B23-jcm-14-00071" class="html-bibr">23</a>,<a href="#B25-jcm-14-00071" class="html-bibr">25</a>,<a href="#B26-jcm-14-00071" class="html-bibr">26</a>].</p>
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10 pages, 236 KiB  
Perspective
COVID-19: Lessons from the Past to Inform the Future of Healthcare
by Camilla Mattiuzzi and Giuseppe Lippi
COVID 2025, 5(1), 4; https://doi.org/10.3390/covid5010004 - 26 Dec 2024
Viewed by 359
Abstract
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its global spread have left an indelible mark, disrupting multiple aspects of human life. It is therefore crucial to retrospectively analyze the factors that have contributed more to the initial inefficiency of [...] Read more.
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its global spread have left an indelible mark, disrupting multiple aspects of human life. It is therefore crucial to retrospectively analyze the factors that have contributed more to the initial inefficiency of the global response, thus enhancing preparedness and proactively addressing the risk of similar events occurring in the future. Critical areas were identified based on our expertise. Relevant bibliographic references were subsequently gathered through an open search of scientific databases to substantiate the concepts discussed in this article. The key issues that hindered an effective response to coronavirus disease 2019 (COVID-19) are numerous and multifaceted, and some of these will be critically examined in this article, including delayed identification of the pathogen, inadequate public health preparedness, inadequate therapeutic management, and deficiencies in laboratory diagnostics. From this analysis, key areas for improvement emerge to ensure more efficient responses to future health crises, including (i) enhancing and strengthening health information systems, (ii) improving pandemic preparedness and response planning, (iii) developing a resilient healthcare workforce, (iv) increasing investment in research and development, (v) expanding the use of telemedicine and digital health, (vi) ensuring universal access to healthcare, and (vii) improving public health communication and trust. Full article
(This article belongs to the Section COVID Public Health and Epidemiology)
16 pages, 692 KiB  
Systematic Review
Post-Traumatic Segmental Tibial Defects Management: A Systematic Review of the Literature
by Giovanni Marrara, Biagio Zampogna, Viktor Dietrich Schick, Leone Larizza, Paolo Rizzo, Ilaria Sanzarello, Matteo Nanni and Danilo Leonetti
Appl. Sci. 2025, 15(1), 64; https://doi.org/10.3390/app15010064 - 25 Dec 2024
Viewed by 316
Abstract
Introduction: Segmental tibial defects pose significant challenges in orthopedic surgery due to their complexity and high complication rates. This systematic review aimed to evaluate both the effectiveness and outcomes of distraction osteogenesis (D.O.) and the Masquelet technique in treating post-traumatic segmental tibial defects. [...] Read more.
Introduction: Segmental tibial defects pose significant challenges in orthopedic surgery due to their complexity and high complication rates. This systematic review aimed to evaluate both the effectiveness and outcomes of distraction osteogenesis (D.O.) and the Masquelet technique in treating post-traumatic segmental tibial defects. Materials and Methods: A literature search was performed on PubMed, Scopus, and Cochrane. Relevant retrospective and prospective observational studies with a minimum of 12 months follow-up were included. The primary outcome was bone union rate; the secondary outcomes were the type and rate of complications and the clinical and radiological outcomes. Results: Twenty-seven studies met the inclusion criteria, 18 studies reported data on D.O. and 9 on the Masquelet technique. D.O. demonstrated an overall union rate of 79.4% across 422 patients, and the Masquelet technique demonstrated an overall bone union rate of 85% across 113 patients. For D.O., on average, there was one complication per patient, and with the Masquelet technique, there were 0.5 complications per patient. Conclusions: D.O. and the Masquelet technique are the main treatment options for post-traumatic segmental tibial defects. Although union rates are similar, the Masquelet technique showed fewer complications. Treatment choice should consider patient-specific factors and more comparative studies are needed. Full article
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<p>PRISMA flow chart of the literature search.</p>
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