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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Evaluating the Quality of Online Fertility Nutrition Claims by Kimberly R Lush, Amy T Hutchison, Jessica A Grieger

“…Survey participants rated 40 claims using a 5-point Likert scale from “Not at all likely” to “Highly likely”. …”
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Treatment response in relation to subthreshold bipolarity in patients with major depressive disorder receiving antidepressant monotherapy: a post hoc data analysis (KOMDD study) by Park Y, Lee B

“…The Beck Depression Inventory (BDI), Hamilton Depression Rating Scale (HAMD), Hamilton Anxiety Scale, and Beck Scale for Suicide Ideation were applied at baseline, 1 week, 3 weeks, 2 months, 3 months, and 6 months. …”
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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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State-specific thalamic dysregulation in chronic insomnia revealed by dynamic edge-centric functional connectivity by Hancheng Ma, Xue Zhang, Xiaoran Ma, Mengmeng Yu, Yande Ren

“…Clinical assessments included the Pittsburgh sleep quality index (PSQI), self-rating anxiety scale (SAS), and self-rating depression scale. …”
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Empirical Evaluation of the Relative Range for Detecting Outliers by Dania Dallah, Hana Sulieman, Ayman Al Zaatreh, Firuz Kamalov

“…Outlier detection plays a key role in data analysis by improving data quality, uncovering data entry errors, and spotting unusual patterns, such as fraudulent activities. Choosing the right detection method is essential, as some approaches may be too complex or ineffective depending on the data distribution. …”
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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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Navigating Pathways in Prostate Cancer Survivorship: A Comprehensive Review of Challenges, Interventions, and Long-Term Outcomes by Anthony Galvez, Dhruv Puri, Elizabeth Tran, Kassandra Zaila Ardines, Yahir Santiago-Lastra

“…Advances in screening, early detection, and therapeutic innovations have significantly improved survival rates, transforming prostate cancer into a chronic condition for many men. …”
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Optimization of Electric Transformer Operation Through Load Estimation Based on the K-Means Algorithm by Pedro Torres-Bermeo, José Varela-Aldás, Kevin López-Eugenio, Nancy Velasco, Guillermo Palacios-Navarro

“…These estimated curves are integrated into a process that calculates technical losses, both no-load and load losses, for different transformer sizes, selecting the optimal rating that minimizes losses without compromising demand. …”
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Analysis of Changes in Vegetation Cover Using Satellite Images of Sorok Island in Republic of Korea by Hyungjin Cho, Seungnam Jin, Jong-Seo Won, Youngjun Park

“…This study aims to compare and analyze the past and present vegetation changes on Sorok Island using satellite imagery to understand the current development patterns that damage the island's unique ecological and environmental characteristics. …”
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Distribution and Antimicrobial Resistance Analysis of Blood Culture Isolates at a Chinese National Cardiovascular Regional Medical Center: A 7-Year Retrospective Study by Wang Q, Wu F, Li T

“…Among Staphylococcus isolates, methicillin-resistant Staphylococcus aureus (MRSA) and methicillin-resistant coagulase-negative Staphylococci (MRCNS) were identified at rates of 51.6% and 88.7%, respectively. The carbapenem resistance rates of K. pneumoniae and E. coli were 28.8% and 4.0%, respectively. …”
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Dataset for Traffic Accident Analysis in Poland: Integrating Weather Data and Sociodemographic Factors by Łukasz Faruga, Adam Filapek, Marta Kraszewska, Jerzy Baranowski

“…Road traffic accidents remain a critical public health concern worldwide, with Poland consistently experiencing high fatality rates—52 deaths per million inhabitants in 2023, compared to the EU average of 46. …”
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