Optimizing treatment for depression in primary care using psychotherapy versus antidepressant medication in a low-resource setting: protocol for the OptimizeD randomized controlled... by Julia R. Pozuelo, Anuja Lahiri, Rahul S. P. Singh, Arvind Kushwah, Mimansa Khanduri, Akanksha Shukla, Azaz Khan, Sruthi G., Varun Shende, Yashika Parashar, Yashwant K. Mehra, Anant Bhan, Ronald C. Kessler, Daisy R. Singla, John A. Naslund, Karmel W. Choi, Pim Cuijpers, Robert DeRubeis, Mohammad M. Herzallah, Chunling Lu, Jordan W. Smoller, Tyler J. VanderWeele, Abhijit R. Rozatkar, Tamonud Modak, Michelle Melwyn Joel, Debasis Biswas, Shubham Atal, Umay Kulsum, Steven D. Hollon, Vikram Patel

“…Identifying the most effective treatment for each patient is critical everywhere, but particularly in low-resource settings where access to mental health care is limited. …”
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Spatiotemporal analysis of carbon emissions in the Yangtze River Delta Urban Agglomeration: Insights from nighttime light data (1992–2019) by Jing Gao, Shenglong Zhao, Lucang Wang, Xiaoping Wang

“…Researchers used nighttime light data from the Defense Meteorological Satellite Program's Operational Linescan System (DMSP/OLS) and the National Polar-orbiting Partnership's Visible Infrared Imaging Radiometer Suite (NPP/VIIRS) to assess the evolution of carbon emission patterns. …”
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PREVALENCE AND RISK FACTORS OF THE ISCHEMIC HEART DISEASES IN INDONESIA: A DATA ANALYSIS OF INDONESIA BASIC HEALTH RESEARCH (RISKESDAS) 2013 by Tati Suryati, Suyitno Suyitno

“…OR= 1.96, 95% C.I=1.84-2.08), low consumption of fruits and vegetables (Adj. OR= 0.70, 95% C.I=0.57-0.87), and low physical activity (Adj. …”
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The Diet Quality Questionnaire (DQQ) Is a Straightforward Data Collection Tool for Assessing Minimum Dietary Diversity for Women (MDD-W) by Olutayo Adeyemi, Muhammad Momoh, Jonathan Makka, Richard Oladipo

“…Valid, feasible, and comparable approaches for collecting data for MDD-W calculation across low-, middle-, and high-income countries are of paramount importance in tracking changes in the indicator. …”
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Evaluation of pyroptosis-associated genes in endometrial cancer utilizing a 101-combination machine learning framework and multi-omics data by Li Juan Huang, Chen Liu, Lin Chen, Min Tang, Shi Tong Zhan, Feng Chen, An Yi Teng, Li Na Zhou, Wei Lin Sang, Ye Yang

“…The model stratified EC patients into high- and low-risk groups with distinct immune infiltration profiles and differential responses to programmed cell death protein 1 (PD-1) blockade. …”
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Trial-centrism in the Declaration of Helsinki: A Challenge for Post-Study Access and Preventing Data Colonialism in AI-Driven Health Research by Hazar Haidar, Ehsan Shamsi Gooshki

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A Bayesian spatiotemporal Poisson conditional autoregressive model for dengue haemorrhagic fever in Indonesia integrating satellite-generated environmental data by Sukarna Sukarna, Hari Wijayanto, Yenni Angraini, Anang Kurnia

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Rancang Bangun Sistem Kontrol dan Monitoring Data Turbin Angin Berbasis Website Menggunakan Raspberry Pi 3B+ by Meiki Eru Putra, Zulkifli Amin, Islahuddin Islahuddin, Sanny Ardhy

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An open source ultrasonic flowmeter for monitoring the input/output flow rates of wastewater treatment plants by Hélène Guyard, Stéphanie Prost-Boucle, Julien Sudre, Sylvain Moreau, Arnold Imig, Gabrielle Favreau, Valerie Quatela, Remi Clement

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Determining Average Available Workdays for Roadway Construction Projects Using Long-Term Weather Data—A Case Study for Alabama by Esthefany Marien Mejia Reyes, Xing Fang, Michael A. Perez

“…Excel spreadsheet tools with Visual Basic for Applications (VBA) programs were developed to process the downloaded long-term weather data with two different formats. …”
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Climate change drives range contraction and shapes species distribution in an alpine passerine: Caution required when comparing atlas data by Sandro López-Ramírez, Antonio-Román Muñoz

“…Alternative data sources, such as eBird, can support ongoing monitoring programs by providing additional insights into species distribution. …”
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Rural doctor quota students in Germany – who are they? Data on first year students from two cohorts in the federal state of Saxony by Anne-Kathrin Geier, Anja Heuser, Markus Bleckwenn, Tobias Deutsch

“…Not all students agree with the program objective. To demonstrate an impact on the health services, longitudinal data is necessary to monitor career choices over time.…”
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Utilizing Antimicrobial Use Data for Intervention Design: Advancing Antimicrobial Stewardship Practices in African Health Facilities, across Eight Countries by Ms Maxencia Nabiryo, Dr Helena Rosado, Mrs Frances Garraghan, Dr Ayesha Iqbal, Mrs Chiko Savieli, Mrs Claire Brandish, Mrs Victoria Rutter

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Optimizing hybrid models for forest leaf and canopy trait mapping from EnMAP hyperspectral data with limited field samples by Nizom Farmonov, Susanne Walden, Eric Martinée, Christian Lampei, Mona Schreiber, Lars Opgenoorth, Anjaharinony Andry Ny Aina Rakotomalala, Tobias Müller, Nina Farwig, Stefan Pinkert, Lucy Saueressig, Annabell Rosemarie Wagner, Robert R. Junker, Jochem Verrelst, Jörg Bendix

“…This study investigates the potential of spaceborne hyperspectral data from the Environmental Mapping and Analysis Program (EnMAP) for mapping key forest vegetation traits such as leaf area index (LAI), leaf chlorophyll content (Cab), leaf mass per area (LMA), specific leaf area (SLA), and leaf water content (Cw) as well as the rarely addressed leaf anthocyanin content (Canth) using a hybrid approach combining radiative transfer calculations and machine learning. …”
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On the Effectiveness of Automatic Code Generation for Synthetic Dataset Creation by Josh Mitchell, Varghese Mathew Vaidyan, Yong Wang

“…This paper compares synthetic and real-world code datasets for machine learning applications in cybersecurity by examining the relationships between machine code and Low-Level Virtual Machine Intermediate Representation (LLVM IR). …”
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A scoping review of stroke rehabilitation in Africa: interventions, barriers, and research gaps by Nicholas Aderinto, Gbolahan Olatunji, Emmanuel Kokori, Chinonyelum Emmanuel Agbo, Adetola Emmanuel Babalola, Ismaila Ajayi Yusuf, Edun Mariam Tolulope, Anuoluwa Oyeboyin Oyelude, Faith Adedayo Adejumo, Israel Charles Abraham

“…Abstract Stroke is a leading cause of disability worldwide, with low- and middle-income countries (LMICs), particularly in Africa, experiencing an increasing burden due to rising incidences driven by urbanization, lifestyle changes, and non-communicable diseases. …”
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Quantifying Plasmodium falciparum infections clustering within households to inform household-based intervention strategies for malaria control programs: An observational study and... by Gillian Stresman, Charlie Whittaker, Hannah C Slater, Teun Bousema, Jackie Cook

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Analysis of clinical nurse educators’ mentoring feedback on new nurse journals at a tertiary hospital in South Korea: utilizing text network analysis by Shinhye Ahn, Hye Won Jeong

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Extraction and characterization of humic acid from low-rank coal mined reserves in South Sumatra and its application on red chili (Capsicum annuum L.) in fertilizer exhausted soil by Mega Kartika Hermawan, Emma Trinurani Sofyan, Rija Sudirja, Anne Nurbaity

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Prevalence of current chronic pain in Royal Canadian Mounted Police cadets by Robyn E. Shields, Taylor A. Teckchandani, Katie L. Andrews, Billea Ahlgrim, Danielle M. Caissie, Chet C. Hembroff, Jolan Nisbet, Gordon J. G. Asmundson, Gregory P. Krätzig, R. Nicholas Carleton

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