Spatial–Spectral Hierarchical Multiscale Transformer-Based Masked Autoencoder for Hyperspectral Image Classification by Haipeng Liu, Zhen Ye, Wen-Shuai Hu, Zhan Cao, Wei Li

“…After that, a spatial–spectral hierarchical transformer is designed to build a hierarchical MAE structure, followed by a cross-feature fusion module to extract the multiscale spatial–spectral fusion features. …”
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GEE-OPs: an operator knowledge base for geospatial code generation on the Google Earth Engine platform powered by large language models by Shuyang Hou, Jianyuan Liang, Anqi Zhao, Huayi Wu

“…As spatiotemporal data grows in complexity, utilizing geospatial modeling on the Google Earth Engine (GEE) platform poses challenges in improving coding efficiency for experts and enhancing the coding capabilities of interdisciplinary users. …”
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Melatonin in the dermal film limits the blood lymphocyte death in experimental thermal trauma by M. V. Osikov, E. V. Simonyan, A. A. Ageeva, Yu. I. Ageev

“…According to WHO data, about 11 million people need medical care after burns every year. …”
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Online extended focused assessment with sonography for trauma (EFAST) course enhanced knowledge and perceived confidence among medical trainees during the COVID-19 pandemic disaste... by Arif Alper Cevik, Fikri M. Abu-Zidan

“…Qualitative feedback showed that participants found the course practical, well-structured, and effective. They suggested improving video quality and simplifying content for clarity and engagement. …”
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Self-reported head trauma among Native Americans who inject methamphetamine: a cross-sectional study by Monica R. Lininger, Monica R. Lininger, Michael P. Anastario, Michael P. Anastario, Aaron Specht, Paula Firemoon

“…This study examines the association between self-reported TBI and substance use patterns in a sample of Native Americans who inject methamphetamine.MethodsIn this cross-sectional study, 60 Fort Peck Tribal members who reported injecting methamphetamine were recruited. Data collection included anthropometric measures, a structured questionnaire (lifetime TBI history, health conditions, and substance use characteristics), and portable X-ray fluorescence to measure tibial lead (Pb) concentrations. …”
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Exploring SME owners’ motivation to learn and acquire new skills for the adoption of e-commerce by Naledi D.D. Gallant, Anthea P. Amadi-Echendu, Elriza Esterhuyzen

“…Results: The analysis of the data revealed that perceived benefits as well as intrinsic and extrinsic motivation played a pivotal role as key moderators in Soweto-based SME owners’ willingness to acquire new skills for the adoption of e-commerce. …”
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Trends in prevalence and burden of depressive disorders in Iran at national and subnational levels: estimates based on sex and age groups by Moien A B Khan, Sohrab Amiri

“…Given the shifts in the demographic structure and the growing burden of these disorders, it is essential to prioritise screening initiatives, education programmes and strategies aimed at enhancing mental health awareness and ensuring improved access to mental health services in health policy planning.…”
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Consensus of Return-to-Play Criteria After Adductor Longus Injury in Professional Soccer by José Luis Estévez Rodríguez, Jesús Rivilla García, Sergio L. Jiménez-Sáiz, Sergio Jiménez-Rubio

“…The expert-validated RTP protocol for adductor longus injuries provides a structured approach to decision making, potentially reducing re-injury risk, improving rehabilitation strategies, and enhancing player performance. …”
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Dietary Practices, Nutrient Adequacy, and Nutrition Status among Adolescents in Boarding High Schools in the Kilimanjaro Region, Tanzania by Calista Nicholaus, Haikael D. Martin, Neema Kassim, Athanasia O. Matemu, Judith Kimiywe

“…In-depth interviews and a survey guided by a semistructured and structured questionnaire, including 24-hour recall and food frequency questionnaire techniques, were used to collect information. …”
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Navigating challenges in medical english learning: leveraging technology and gamification for interactive education – a qualitative study by Zahra Zolfaghari, Zahra Karimian, Nahid Zarifsanaiey, Amir Yousef Farahmandi

“…Data were collected from September 2023 to February 2024. …”
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Treatment outcomes and their associated factors among a cohort of children with wasting and severe wasting enrolled in the Integrated Child Development Services (ICDS) program in S... by Sabarish Prabhu, Srinivasan Ramalingam, Sendhilkumar Muthappan, Divya Saravanakumar, Arshi Chawla, Rizwan Suliankatchi Abdulkader

“…Methods: We conducted a prospective cohort study among children aged 6–59 months diagnosed with wasting or severe wasting in December 2023. We collected the data using structured questionnaires. Baseline assessments were conducted in December 2023 (T0), with monthly follow-ups until April 2024 (T4). …”
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Remodelación ósea a través del modelo de Stanford. by H. Figueredo Losada, V. González Fernández, J. Batista Aguiar, M. Muramatsu, Á. M. Felipe Garmendia

“…As part of the work two software were created for the prosecution of the data, for an analysis of results outside of the visualizador of the Abaqus, achieving a qualitative and quantitative appreciation of the result.…”
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Indigenous Knowledge on Edible Wild Yams (Kumbu) in the Mount Cameroon Region: Towards Domestication for Enhanced Food Security by Frederick Tilili Moleye, Mercy Dione Abwe Ngone, Solange Dzekewong Ndzeshala Takwi, Jean-Pierre Mvodo, Christopher Ngosong

“…Following reconnaissance surveys, semi-structured questionnaires were administered to 583 interviewees across 41 villages in this region. …”
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Local perceptions of the cultural and ecological significance of Southern Mistbelt Forests in KwaZulu-Natal, South Africa by Siboniso Magoso, Mfundo S.T. Maseko, Lindiswa Buthelezi, Colleen T. Downs

“…We administered 360 questionnaires across seven selected rural communities and collected data on forest use, value, and perceptions. We used generalised linear mixed models (GLMMs) to assess the effects of predictor variables on our response variables. …”
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A Randomized Controlled Trial of a Healthy Lifestyle Intervention to Improve Mental Health among School-Going Adolescents by Esra Tajik, MohammadReza Mohammadi, Hamid Rahmanian

“… Objective: Despite growing evidence on the influence of lifestyle on adolescent mental health, structured educational interventions addressing multiple health dimensions remain limited. …”
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Prevalence of malaria and associated risk factors among febrile under-five refugee children attending Panyadoli Health Centre III, Kiryandongo District, Mid-western Uganda by Dorcus Acan, Robert Opiro, Benson Musinguzi, Bosco B. Agaba, Simon Peter Alarakol

“…Simple random sampling was employed to select 380 participants, who were then tested for the presence of malaria parasites using malaria rapid diagnostic tests and microscopy techniques. Data on risk factors of malaria was collected using a pre-tested and standardized semi-structured questionnaire. …”
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Toward healthy behavior: fear of missing out, smartphone, social networking addiction, and life satisfaction among medical students at Tanta University, Egypt by Eman Ali Younis, Asmaa Mohammad Ahmad Mohammad, Aya Farag Attia Elsebaey

“…A total of 630 students were selected by a simple random technique. Data were collected using a structured self-administered questionnaire that involved the FOMO, smartphone and social media addiction, and life satisfaction scales. …”
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Effect of Body Mechanics Training Program on Low Back Pain and Disability among Patients with Lumbar Disc Prolapse by Rawia A. Ibrahim, Wataneya K. Atya

“…This study was conducted in the neurosurgery department and neurosurgery outpatient clinic at Benha University Hospital on a purposive sample of patients diagnosed with lumbar disc prolapse. Three tools for data collection were used; a Structured interviewing questionnaire for patients; a visual analog pain scale, and Oswestry low back pain disability questionnaire. …”
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Food insecurity and dietary intakes as correlates of anxiety and depression in underserved settlements in Khulna Division of Bangladesh: a developing country perspective by Suvasish Das Shuvo, Ambika Charan Mandal, Lisa Khanum, Md Abu Bashar, Deepa Roy, Dipak Kumar Paul

“…Objective This study aimed to investigate the association between food insecurity and dietary intake with anxiety and depression among residents of underserved urban settlements in Bangladesh.Design This cross-sectional study was used to collect data from participants through face-to-face interviews using structured questionnaires. …”
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Design and Evaluation of ADANet: A High-Fidelity Motion Acquisition Framework for Assistive Gesture-Based Interfaces by Md Ettashamul Haque, Atique Tajwar, Akm Azad, Salem A. Alyami, Md Mehedi Hasan

“…The proposed system combines a high-fidelity ADXL335 triaxial accelerometer with an ESP32 microcontroller, forming a lightweight and cost-efficient motion acquisition pipeline. A structured preprocessing architecture is developed, incorporating zero-lag Butterworth filtering, entropy-based temporal smoothing, and computation of 33 handcrafted statistical features, including axis-specific jerk, signal magnitude area (SMA), and range-normalized entropy. …”
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