Prediction of Key Quality Parameters in Hot Air-Dried Jujubes Based on Hyperspectral Imaging by Quancheng Liu, Chunzhan Yu, Yuxuan Ma, Hongwei Zhang, Lei Yan, Shuxiang Fan

“…To further enhance modeling accuracy, deep learning models such as bidirectional long short-term memory (BiLSTM), bidirectional gated recurrent unit (BiGRU), and convolutional neural network–bidirectional gated recurrent unit (CNN-BiGRU) were introduced and compared comprehensively under the optimal spectral preprocessing conditions. …”
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Understanding the demographic and socioeconomic determinants of morbidity in Eastern Uganda: a retrospective analysis of the Iganga-Mayuge health and demographic surveillance data by Dan Kajungu, Henry Owoko Odero, Agnes Kiragga, Steve Bicko Cygu, Betty Nabukeera, Lindsey English, Shakira Babirye, Collins Gyezaho, Maureen Ng'etich, Michael Ochola, David Amadi, Grace Banturaki, Damazo Twebaze Kadengye

“…Noteworthy demographic variations, particularly gender and age, significantly impact disease distribution, revealing higher diagnosis rates among females. Additionally, socioeconomic factors, including education and wealth status, contribute to discernible differences in disease burden.Conclusion This research provides crucial insights into the implications of demographic and socioeconomic factors on disease burden in Uganda. …”
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Comparative Sensitivity Analyses of Energy Consumption in Response to Average Speed Between Electric Vehicles and Conventional Vehicles: Case Study in Beijing, China by Xue Lei, Hongyu Lu, Pengfei Fan, Rui Liu, Songsong Li, Yizheng Wu, Guohua Song

“…This discrepancy is primarily attributed to differences in energy consumption rates rather than variations in driving behavior, as reflected in VSP distributions.…”
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Smart Grid Intrusion Detection for IEC 60870-5-104 With Feature Optimization, Privacy Protection, and Honeypot-Firewall Integration by Pedamallu Sai Mrudula, Rayappa David Amar Raj, Archana Pallakonda, Yanamala Rama Muni Reddy, K. Krishna Prakasha, V. Anandkumar

“…The experimental results demonstrate the framework’s operational capability and effectiveness for SCADA network security, achieving 99.29% accuracy, 94.8% recall and 4.1% false positive rates.…”
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DiffuseGaitNet: Improving Parkinson’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

“…Assessing the severity of gait impairment in Parkinson’s disease (PD) using the Movement Disorder Society’s Unified Parkinson’s Disease Rating Scale (MDS-UPDRS) is typically performed by clinical experts, but this process is time-consuming, subjective, and costly. …”
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Whole-Genome Sequence-Based Diversity of <i>Mycobacterium tuberculosis</i> Strains Isolated from a Central Western Region of Mexico by Andrea Monserrat Negrete-Paz, Gerardo Vázquez-Marrufo, Adrián Rodríguez-Carlos, Bruno Rivas-Santiago, Ma. Soledad Vázquez-Garcidueñas

“…Tuberculosis remains a significant health issue in Mexico, which has one of the highest incidence rates in the Americas. This study aimed to analyze the circulating sublineages, spoligotypes, drug resistance, and transmission patterns of <i>Mycobacterium tuberculosis</i> in Mexico’s Central Western region using whole-genome sequencing. …”
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Public health surveillance of tropical diseases in Madagascar: a scoping review of population burden, intervention strategies, and health system responses by Mamy Jayne Nelly Rajaofera, Wei Liu, Sylvana Tomboanona, Alphonsine Mboty Reziky, Dai Kuang, Qianfeng Xia

“…Results Madagascar shows divergent disease patterns compared to regional averages. Malaria represents the biggest concern, with cases up 132% and deaths up 278% by 2023, now exceeding regional rates. …”
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Syndromic Testing in the Pandemic Era and Beyond: Rapid Detection for Respiratory Infections in Istanbul by Mustafa Onel, Hayriye Kırkoyun Uysal, Arat Hulikyan, Yasemin Ayse Ucar, Gizem Yapar, Aytaj Allahverdiyeva, Serra Zeynep Akkoyunlu, Eray Yurtseven, Mehmet Demirci, Sevim Mese, Ali Agacfidan

“…In light of our findings showing high rates of SARS-CoV-2 and RV/EV detection, along with diverse patterns of coinfection in clinical samples, such comprehensive testing not only assists in rapid diagnosis but also informs public health strategies by reflecting the evolving landscape of respiratory infections in the pandemic and post-pandemic era.…”
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Clinical characteristics of obsessive-compulsive disorder comorbid with obsessive -compulsive personality disorder: subtype implications by Ayse Dondu, Levent Sevincok

“…The severity of current OC symptoms was assessed using the Yale–Brown Obsessive Compulsive Scale (Y-BOCS), while depressive symptoms were measured with the Hamilton Depression Rating Scale (HDRS). Anxiety symptoms were also evaluated using the Hamilton Anxiety Rating Scale (HARS).ResultsAmong 148 OCD patients, 58.8% met the diagnostic criteria for OCPD. …”
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Helicopter hoist operations in German mid-range mountains retrospective analysis of incidence, medical characteristics, and mission tactics by Sebastian Heinrich, Christoph Wielant, Frank Lerch, Mirko Friedrich, Jörg Braun, Florian Reifferscheid, Hans-Jörg Busch, for the Scientific Working Group of German Air Rescue

“…The contributing air rescue bases' operational tactics and the underlying medical characteristics, such as injury patterns and the provided medical care, are also reported. …”
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Radiological features of gait phenotypes in patients with idiopathic normal pressure hydrocephalus by Silvia Nicolosi, Silvia Nicolosi, Massimiliano Todisco, Massimiliano Todisco, Matteo Paoletti, Eduardo Caverzasi, Eduardo Caverzasi, Francesco Tarantino, Elena Ballante, Francesca Valentino, Roberta Zangaglia, Silvia Figini, Silvia Figini, Giuseppe Cosentino, Giuseppe Cosentino, Claudio Pacchetti, Anna Pichiecchio, Anna Pichiecchio

“…IntroductionAccording to the higher-level gait disorder (HLGD) pattern, patients with idiopathic normal pressure hydrocephalus (iNPH) can be divided into two motor phenotypes; a disequilibrium (wide-based gait) subtype and a parkinsonian (locomotor) subtype. …”
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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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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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Sex determination and stature estimation using logistic and linear regression models: A population-specific study of tibia and Fibula in Northeastern Thais by Suthat Duangchit, Chanasorn Poodendaen, Phetcharat Phetnui, Pornpimol Tasu, Worrawit Boonthai, Nareelak Tangsrisakda, Sitthichai Iamsaard

“…Results: For sex determination, the results showed that univariate logistic regression models achieved the accuracy rates up to 87.50 %, with maximum proximal epiphyseal breadth of the tibia demonstrating highest discriminatory power. …”
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Wild Ungulate Prey Size and Feeding Group Demographic Structure Affect Interactions and Per Capita Food Intake of African Pride Lions in East African Maasai Steppe by Thobias Oddo Tomeka, Bernard M. Kissui, Ifura Godfrey Ukio, Frank R. Mushi, Rudolf F. Mremi, Nathan J. Roberts, Marcel Holyoak, Guangshun Jiang

“…However, subadults increased their per capita intake rates when feeding together with both cubs and adult females. …”
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Toll-like receptor 4 promotes proliferation and apoptosis resistance in human papillomavirus–related cervical cancer cells through the Toll-like receptor 4/nuclear factor-κB pathwa... by Ninghong Jiang, Feng Xie, Qisang Guo, Ming-Qing Li, Jingjing Xiao, Long Sui

“…Proliferation of HeLa and Caski cells was promoted in lipopolysaccharide-stimulated groups but suppressed in short hairpin RNA–transfected groups. Apoptosis rates were lower in lipopolysaccharide-stimulated groups relative to short hairpin RNA–transfected groups. …”
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Global, regional, and national burden of sudden infant death syndrome and the impact of COVID-19: a trend and health inequality analysis based on the global burden of disease study... by Xinkuo Zheng, Meishen Liu, Xingwei Zhao, Xiuqi Xu, Wei Tao, Ling Wu, Weijia Sun, Yuhang Dong, Yalin Xi

“…Age-standardized DALY rates (ASDR; per 100,000 population) with 95% uncertainty intervals (UIs) were calculated for 204 countries and territories, stratified by age, location, and socio-demographic index (SDI).ResultsIn 2021, the ASDR of SIDS accounted for 44.16 (95% UI: 25.70–59.26) per 100,000 population globally, which was a 58.97% decrease from 1990. …”
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Spectrum and epidemiology of rare diseases in a Chinese natural population of 14.31 million residents, 2012–2023 by Ming-Jia Li, Qi Li, Miao-Miao Zhao, Hanna Kim, Ruo-Qi Feng, Mo-Ning Guo, Jian-Peng heng, Jin-Kui Yang, Chang Liu

“…Age-standardized incidence rates (ASIR) were calculated per 100,000 person-years with 95% confidence intervals. …”
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Six decades of global crop yield increase and cropland expansion from 1960 to 2020 by Karina Winkler, Richard Fuchs, Mark Rounsevell, Martin Herold

“…Brazil, Indonesia, Thailand, Colombia, and Malaysia), had both the highest crop yield increases and cropland expansion rates. By analysing the relationship of annual crop yield and cropland area changes, we see potential rebound effects of yield increases in tropical lowlands of low- to middle-income countries. …”
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Influence of model selection on optimal control of traffic for emissions minimisation by Khatun E Zannat, Judith Y T Wang, David P Watling

“…However, at a microscopic level (e.g. acceleration, deceleration rates, and deviations from the mean), pronounced differences became evident. …”
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