Spatial analysis of under-five mortality in Africa using geographically weighted poisson regression by Johnson Adedeji Olusola, Adedeji Adigun Oyinloye, Kemi F. Akeju, Ropo Ebenezer Ogunsakin, Sibusiso Moyo

“…The disparities in child mortality rates can be attributed to socioeconomic and environmental inequalities across nations. …”
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Investigation of the effect of deprivation on the burden and management of venous leg ulcers: a cohort study using the THIN database. by Emily S Petherick, Nicky A Cullum, Kate E Pickett

“…<h4>Background</h4>There has been limited examination of the contribution of socio-economic factors to the development of leg ulcers, despite the social patterning of many underlying risk factors. No previous studies were found that examined social patterns in the quality of treatment received by patients with leg ulcers.…”
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Prevalence and predictors of substance use as a factor in suicide in the USA, 2015–2020: a repeated cross-sectional analysis by Julie A Phillips

“…Background US rates of substance abuse and suicide mortality increased dramatically in recent years, but little is known about how rising rates of drug and alcohol use are associated with suicide. …”
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End-to-end neural automatic speech recognition system for low resource languages by Sami Dhahbi, Nasir Saleem, Sami Bourouis, Mouhebeddine Berrima, Elena Verdú

“…Using synthetic speech and data augmentation techniques can enhance E2E-ASR performance for low-resource languages, reducing word error rates (WERs) and character error rates (CERs). This study leverages a non-autoregressive neural text-to-speech (TTS) engine to generate high-quality speech, converting a series of phonemes into speech waveforms (mel-spectrograms). …”
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Resonance-Driven Discrete Growth and Chemical Reactivity of Optically Levitated Droplets by Kaiqi Zhang, Grégory David, Yue Zhao, Hua-Yun Xiao, Ruth Signorell, Chenxi Li

“…By combining Mie theory-based analysis of the stimulated Raman scattering and droplet thermodynamics, we develop an approach to retrieve the key properties (e.g., temperature, pH, and molality) of thermally locked droplets and demonstrate that chemistry-driven thermal locking results in a signature particle growth pattern. Comparison of sulfate formation rates in locked versus unlocked droplets further reveals that thermal locking can accelerate chemical reactions or even change the dominant mechanism by promoting photoinduced reaction pathways. …”
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Regional Climate Drives Spatial Variation in Species Richness in the Most Diverse Family of Neotropical Snakes (Colubroidea: Dipsadidae) by Juan P. Ramírez, Julián A. Velasco, Tod W. Reeder

“…Under these hypotheses, climate can determine the richness of regions in two main ways: (1) directly, by determining their carrying capacity, or (2) indirectly, through its effects on either (a) lineage diversification (i.e., the rates of speciation and/or extinction), or (b) the duration over which regions have been accumulating species. …”
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Temporal trends and future projections of cysticercosis-induced epilepsy: insights from the global burden of disease study 2021- a cross-sectional study by Siyuan Yang, Xiaoyu Ji, Xuebo Sun

“…However, the global prevalence and YLDs rates of CIE declined from 1992 to 2021, with estimated annual percentage change (EAPC) of −1.281 (95% CI: −1.373 to −1.19) and −1.878 (95% CI: −1.961 to −1.794). …”
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A Systematic Review of Tobacco Smoking Prevalence and Description of Tobacco Control Strategies in Sub-Saharan African Countries; 2007 to 2014. by Rachel Brathwaite, Juliet Addo, Liam Smeeth, Karen Lock

“…Rwanda had the highest prevalence of women smokers (12.6%) and Ghana had the lowest (0.2%). Rural, urban patterns were inconsistent. Most countries have implemented demand-reduction measures including bans on advertising, and taxation rates but to different extents.…”
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Polymicrobial Prosthetic Joint Infections: Unraveling Risk Factors and Outcomes in a Single-Center Study by Álvaro Auñón, Ignacio Ortiz, Salvador Peñarrubia, Carmen Álvaro, Estíbaliz Torrecilla-Sádaba, Joaquin Garcia-Cañete, Jaime Esteban

“…Patients with polymicrobial infections had higher rates of obesity, insulin-dependent diabetes, and higher Charlson comorbidity scores. …”
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Empirical Evaluation of the Relative Range for Detecting Outliers by Dania Dallah, Hana Sulieman, Ayman Al Zaatreh, Firuz Kamalov

“…Through extensive experimental work, the accuracy of both statistics in detecting outliers under various contamination strategies, sample sizes, and error rates (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>α</mi><mo>=</mo><mn>0.1</mn><mo>,</mo><mn>0.05</mn><mo>,</mo><mn>0.01</mn></mrow></semantics></math></inline-formula>) is investigated. …”
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DeepSeek-AI-enhanced virtual reality training for mass casualty management: Leveraging machine learning for personalized instructional optimization. by Zhe Li, Lei Shi, Mingyu Pei, Wan Chen, Yutao Tang, Guozheng Qiu, Xibin Xu, Liwen Lyu

“…Descriptive statistics, error rates, and correlation analyses were performed using R software (version 4.1.2). …”
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Common Glomerular Diseases in Adult Jordanians: A Single-Center Experience by Ahmed Sheyyab, Mohammad Al-thnaibat, Aseel A. Zghayer, Jafar Alsheyyab, Radi Hamed

“…The pattern of glomerular diseases has been reported previously with contradictory results. …”
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The joint impact of road density and width on road network performances —a simulation approach based on macroscopic fundamental diagram by Yingying Ma, Wenyi Xie, Xiaoran Qin, Zebang Liang, Ziyan Guan

“…Using the macroscopic fundamental diagram (MFD) model, we analyzed metrics including MFD scatter dispersion, changes in experimental results with different vehicle arrival patterns, distortion of the MFD image with varying traffic volume, MFD slope variations, and maximum outflow rates. …”
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Evolutionary trajectory and spread of respiratory syncytial virus group A in neonatal cohorts in Pakistan amidst the COVID-19 pandemic by Sana Tamim, Nidia S. Trovao, Julia Paoli, Abdul Ahad, Nazish Badar, Uzma Bashir Aamir, Muhammad Salman, Aamer Ikram

“…These rates later dropped to 10.0% (2021–22), suggesting a possible re-implementation of such measures. …”
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Modeling heterogeneity in cognitive trajectories in the Framingham Heart Study by Yuan Fang, Jiachen Chen, Jesse Mez, Jesse Mez, Jesse Mez, Claudia L. Satizabal, Claudia L. Satizabal, Claudia L. Satizabal, Michael L. Alosco, Michael L. Alosco, Michael L. Alosco, Wei Qiao Qiu, Wei Qiao Qiu, Wei Qiao Qiu, Margaret F. Doyle, Joanne M. Murabito, Joanne M. Murabito, Joanne M. Murabito, Kathryn L. Lunetta

“…IntroductionThe prevalence of cognitive impairment in the population is growing; however, there is substantial heterogeneity in the rate of decline across different cognitive domains. …”
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Temperature-VPD-evapotranspiration interactions modulated asynchronous dynamics of vegetation photosynthesis and net ecosystem production in Eurasia by Rui Yang, Hao Yuan, Ruohua Du, Litao Zhou, Jianjun Wu, Liang Gao, Ting Mao

“…The results showed that the rate of increase in NEP standardized anomalies (0.004 yr−1, p < 0.05) lagged behind NDVI/SIF/GPP standardized anomalies (0.009 − 0.014 yr−1, p < 0.01), particularly after 2000, and it was more pronounced in drylands. …”
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Links between self-monitoring data collected through smartphones and smartwatches and the individual disease trajectories of adult patients with depressive disorders: Study protoco... by Hanna Reich, Simon Schreynemackers, Rebeka Amin, Sascha Ludwig, Jil Zippelius, Johannes Leimhofer, Tobias Dunker, Elisabeth Schriewer, Angela Carell, Yvonne Weber, Ulrich Hegerl

“…Participants will (a) attend three in-person appointments (at baseline, 6 months, and 12 months), (b) self-report daily and weekly depressive symptoms, (c) continuously collect sensor data via the “iTrackDepression” app on their Android smartphone (app usage, phone calls, phonetic parameters from voice recordings), and (d) wear a Samsung Galaxy Watch 5® to record data from the accelerometer, step sensor, light sensor, and heart rate sensor. We will apply multilevel correlations, vector-autoregressive models, and Machine Learning approaches to identify individual patterns in the data, particularly in the relationships between biosensor data and self-reported depressive symptoms.Enhancing the understanding of individual disease trajectories through data from smartphones and smartwatches could allow for classical, digital, and self-management interventions for depression to be delivered in a manner and at a time specifically tailored to the individual's needs.Clinical trial registration number: DRKS00032618 (https://drks.de/search/en/trial/DRKS00032618)…”
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Effects of Dietary Schizochytrium Algae as ω-3 PUFA Source on the Egg-Laying Quail Performance, Serum Indexes, and Egg Yolk Fatty Acids Contents by Yifan Chang, Yue Xuan, Ruinan Zhang, Xuemei Ding, Qiufeng Zeng, Jianping Wang, Shiping Bai, Shanshan Li, Yan Liu, Yuchuan Chen, Keying Zhang

“…The objective of this experiment is to investigate the effects of SAP or SAO as ω-3 PUFA raw materials on production performance, egg quality, serum immunity, serum lipids, and fatty acid deposition patterns in the eggs of laying quails. Chinese yellow-feathered quails served as the experimental subjects. …”
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Variations in healthcare utilization for mental health problems prior to suicide by socioeconomic status: a Norwegian register-based population study by Carine Øien-Ødegaard, Solveig Tobie Glestad Christiansen, Lars Johan Hauge, Kim Stene-Larsen, Sissel Marguerite Bélanger, Espen Bjertness, Anne Reneflot

“…Notably, the SES groups exhibit heterogeneity, with gendered patterns. Targeted interventions for low consultation rates among employed men, and men with high income and lower education are needed, while women, and men in at-risk groups, such as the non-employed and those with low income, demonstrate higher mental healthcare utilization, warranting comprehensive suicide prevention measures.…”
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Variations in the clinical practice of blood pressure and sedo-analgesia management for intracerebral hemorrhage: a case-based survey of Chinese healthcare workers by Rui Dong, Jianwei Li, Qiming Chen, Jiehua Zhang, Zeli Zhang, Yunxing Cao, Mingbiao Yang, Ming Zhang, Kangyue Lin, Yuan Shi, Xiaopeng Li, Xinyu Du, Wenjin Chen, Fen Li, Hong Yang

“…Results Between December 2021 and February 2022, 263 practitioners from the China Neurocritical Study Group were invited to participate, with 220 valid questionnaires returned, yielding an 83.7% response rate. Respondents included 123 doctors (55.9%) and 97 nurses (44.1%). …”
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