An Adaptive Convolutional Neural Network With Spatio-Temporal Attention and Dynamic Pathways (ACNN-STADP) for Robust EEG-Based Motor Imagery Classification by Aaqib Raza, Mohd Zuki Yusoff

“…The proposed model integrates a Dynamic Pathway Convolution Network (DPCN) for adaptive feature extraction, incorporating a Dynamic Gating Controller (DGC) and Dynamic Adaptive Spatio-Temporal (DAST) blocks to efficiently capture multi-scale spatial and temporal dependencies. …”
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Dynamic simulations of feeding and respiration of the early Cambrian periderm-bearing cnidarian polyps by Yiheng Zhang, Xing Wang, Jian Han, Juyue Xiao, Yuanyuan Yong, Chiyang Yu, Ning Yue, Jie Sun, Kaiyue He, Wenjing Hao, Tao Zhang, Bin Wang, Deng Wang, Xiaoguang Yang

“…The simulations show that the rate of water inhalation by the polyp subumbrella is positively correlated with the rate of contraction and expansion of the coronal muscles, consistent with the previous feeding and respiration hypothesis. …”
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Molecular markers as predictors of response to perioperative chemotherapy in locally advanced gastric cancer by K. A. Oganyan, A. A. Musaelyan, S. V. Lapin, T. V. Kupenskaya, A. A. Sveсhkova, M. A. Belyaev, A. A. Zakharenko, S. V. Orlov

“…There was no association between an increase in KRAS copy number and objective response rate (p = 1.0). For microsatellite instability and other studied markers no statistically significant correlation with progression-free survival and objective response rate was found (p >0.05).Conclusion. …”
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Global burden of diphtheria, 1990–2021: a 204-country analysis of socioeconomic inequality based on SDI and DTP3 vaccination differences before and after the COVID-19 pandemic (GBD... by Zilun Wu, Zilun Wu, Liyu Lin, Liyu Lin, Jinbu Zhang, Jinbu Zhang, Jirui Zhong, Jirui Zhong, Donglan Lai, Donglan Lai, Donglan Lai

“…Analyses were stratified by region, sex, age, and socio-demographic index (SDI).ResultsBetween 1990 and 2021, the global age-standardized incidence rate (ASIR), mortality rate (ASMR), and DALY rate (ASMR) of diphtheria declined by 86.7, 75.0, and 86.4%, respectively, yet marked regional disparities persisted. …”
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Serum metabolic profiling enables diagnosis, prognosis, and monitoring for brainstem gliomas by Keke Li, Ruimin Wang, Zhengying Gu, Wenyun Weng, Wanshan Liu, Yida Huang, Jiao Wu, Ziyue Zhang, Shouzhi Yang, Jun Su, Yujie Tang, Kun Qian, Mawei Jiang, Lin Huang, Jingjing Wan

“…Abstract Brainstem gliomas (BSG) is a highly malignant central nervous system childhood tumors with 5-year survival rate <10%. Metabolism during radiotherapy is a dynamic and precisely programmed process, improving clinical outcomes and guiding therapy decisions of BSG. …”
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A Novel 3D Paradigm for Target Expansion of Augmented Reality SSVEP by Beining Cao, Charlie Li-Ting Tsai, Nan Zhou, Thomas Do, Chin-Teng Lin

“…The 12-class 3D paradigm achieved an accuracy of 76.5% and an information transfer rate (ITR) of 70.42 bits/min using 1-second EEG segments. …”
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Effects of sodium alginate coating and cold plasma treatment on biochemical changes, microbial load, and microstructure of 'Granny Smith' apples during storage by Sifundo Mathe, Ngoako F. Monyela, Zinash A. Belay, Valmary M. van Breda, Oluwafemi J. Caleb

“…Hence, this study explored the impact of plasma-activated sodium alginate (SA) edible coating (CCP) on 'Granny Smith' apples, focusing on respiration rate (RRCO2), physical and biochemical quality attributes, natural microbial load, and fruit surface morphology. …”
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DiffuseGaitNet: Improving Parkinson&#x2019;s Disease Gait Severity Assessment With a Diffusion Model Framework by Arshak Rezvani, Nasrin Ravansalar, Mohammad Ali Akhaee, Andrew J. Greenshaw, Russell Greiner, Maryam S. Mirian, Muhammad Yousefnezhad, Martin J. McKeown

“…These synthetic samples contain novel movement patterns not present in the observed data; systems trained on this information have better prediction performance. …”
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A PSO-CNN-LSTM Model for Seismic Facies Analysis: Methodology and Applications by Luyao Liao, Huailai Zhou, Junping Liu, Jie Zhou, Donghang Zhang, Jian Wang

“…Seismic facies analysis, as a crucial step in the study of depositional facies, effectively delineates the distribution patterns of depositional facies between wells. To address the limitations of conventional manual interpretation methods, particularly their low efficiency and strong subjectivity, this study proposes a hybrid CNN-LSTM model integrated with Particle Swarm Optimization (PSO-CNN-LSTM). …”
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Acute neuromuscular and cardiovascular effects of varying relative loads in cross-training modalities by Manuel Barba-Ruíz, Francisco Hermosilla-Perona, Francisco Hermosilla-Perona, José Miguel Fernández-Asensio, Marzo Edir Da Silva-Grigoletto, Adrián Martín-Castellanos, Juan Ramón Heredia-Elvar

“…This study aimed to compare acute effects on heart rate (HR), mean propulsive velocity (MPV), velocity loss, and pacing in participants performing AMRAP, EMOM, and RFT using the same absolute but varying relative loads. …”
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Electrospinning of Chitosan–Halloysite Nanotube Biohybrid Mats for Clobetasol Propionate Delivery by Natallia V. Dubashynskaya, Valentina A. Petrova, Igor V. Kudryavtsev, Andrey S. Trulioff, Artem A. Rubinstein, Alexey S. Golovkin, Alexander I. Mishanin, Anton A. Murav’ev, Iosif V. Gofman, Daria N. Poshina, Yury A. Skorik

“…The developed technology allowed us to obtain homogeneous nanofiber mats with excellent mechanical properties and biphasic drug release patterns (66% of CP released within 0.5 h and 88% of CP released within 6 h). …”
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Acute alcohol intoxication among adolescents in Italy, the Netherlands and Belgium: a cross-national hospital chart comparison study by Stijn Verhulst, Nico van der Lely, Andrea Orsi, Giancarlo Icardi, Guido Van Hal, Hanna van Roozendaal, Louise Pigeaud, Allegra Ferrari, Loes de Veld, Inge Glazemakers, Jozef De Dooy

“…Comprehensive data on adolescent drinking patterns is crucial for developing effective prevention strategies. …”
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Evaluation of the Effects of Anesthetics and Surgery on Sleep Quality in Patients Undergoing Posterior Spinal Instrumentation Surgery: A Prospective Randomised Clinical Trial by Selcan Akesen, Gökay Eken, Yücel Bilgin, Saltuk Buğra Güler, Elifgül Ulutaş

“…Introduction: The aim of the study is to evaluate the impact of the anesthesia methods and surgical procedure on the sleep patterns and sleep quality of patients undergoing posterior spinal instrumentation, using the Pittsburgh Insomnia Rating Scale-20 (PIRS-20). …”
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Uncovering genetic contributors to developmental delay and intellectual disability: a focus on CNVs in pediatric patients by Yilun Tao, Yilun Tao, Hongzhi Guo, Dong Han, Miao Yang, Ting Lun, Lihong Wang, Wenxia Song, Haiwei Wang, Xiaoze Li

“…CNV pathogenicity was assessed using established databases and ACMG guidelines, with inheritance patterns determined where possible.ResultsAcross the 99 patients, 43 CNVs were identified in 40 individuals, with 32 classified as clinically significant, resulting in a diagnostic rate of 30.3%. …”
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Temperature drives the variations in cropland exposure to compound drought and heatwave events under future climate in Northeast China by Chuanwei Zhang, Jiangbo Gao, Lulu Liu, Yanjun Shen, Shaohong Wu

“…Notably, adherence to the SSP126 pathway can reduce both the increase rate of CDHW magnitude and cropland exposure compared to other SSPs. …”
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Organ-specific safety profile of bioinspired short antimicrobial peptides in zebrafish embryos by Sahar Isa Da’as, Sahar Isa Da’as, Hajira Afreen, Aseela Fathima, Ahmad M. Hani, Nura A. Mohamed, Md Mizanur Rahman, Patrick G. Burgon, Sergio Crovella, Haissam Abou-Saleh

“…Peptide E exhibited developmental toxicity at concentrations above 100 μg/mL, along with cardiotoxic effects such as reduced heart rate, variable locomotion patterns, and clear hepatotoxic responses.ConclusionThis study highlights distinct organ-specific toxicity profiles for Peptides C and E and underscores the importance of careful preclinical evaluation of BSAMPs. …”
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CFD, energy, and exergy analysis and sustainability indicators of tilapia fish strips drying using an evacuated tubes indirect solar dryer by Amena Ali Alsakran, Omar Shahat Younis, András Székács, Omar Saeed, Mohamed Hamdy Eid, Ali Majrashi, Atef Fathy Ahmed, Aml Abubakr Tantawy, Abdallah Elshawadfy Elwakeel

“…The optimal air flow rate of 0.03 m3/s provided a uniform drying temperature of 74.82 °C, at solar noon. …”
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Landscape analysis of m6A modification regulators reveals LRPPRC as a key modulator in tubule cells for DKD: a multi-omics study by Li Jiang, Hongda Yu, Jie Jian, Xulin Sai, Yudian Wang, Yufei Zhang, Xiai Wu

“…In clinical patients, the expression levels of LRPPRC mRNA in DKD showed the tendency to be downregulated and exhibited the potential correlations with Glomerular Filtration Rate (GFR) and proteinuria according to the Nephroseq database. …”
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AI-DBS study: protocol for a longitudinal prospective observational cohort study of patients with Parkinson’s disease for the development of neuronal fingerprints using artificial... by Martijn Beudel, Rick Schuurman, Rob M A de Bie, Deborah Hubers, Mariëlle J Stam, Martijn G J de Neeling, Bart J Keulen, Arthur W G Buijink, Bernadette C M van Wijk

“…The objective of the AI-DBS study is to identify patient-specific patterns of neuronal activity that are associated with the severity of motor symptoms of PD. …”
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Individualized Estimation of Baseline Retinal Nerve Fiber Layer Thickness Using Conditional Variational Autoencoder by Ou Tan, PhD, Keke Liu, MD, Aiyin Chen, MD, Dongseok Choi, PhD, Jonathan C.H. Chan, MD, Bonnie N.K. Choy, MD, Kendrick C. Shih, MD, Jasper K.W. Wong, MD, Alex L.K. Ng, MD, Janice J.C. Cheung, MD, Michael Y. Ni, MD, Jimmy S.M. Lai, MD, Gabriel M. Leung, MD, Ian Y.H. Wong, MD, David Huang, MD, PhD

“…Circumpapillary NFLT profiles and vascular patterns were measured by a spectral-domain OCT. Generative DL models were trained using the FAMILY data to reconstruct the individualized baseline NFLT, a customized normal reference based on each eye’s own vascular pattern, axial length (AL), spherical equivalent (SE) refractive error, disc size, and demographic information. …”
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