The Applications of Large Language Models in Mental Health: Scoping Review by Yu Jin, Jiayi Liu, Pan Li, Baosen Wang, Yangxinyu Yan, Huilin Zhang, Chenhao Ni, Jing Wang, Yi Li, Yajun Bu, Yuanyuan Wang

“…Relevant information on application details and performance metrics was extracted during the data charting of eligible articles. ResultsA total of 95 articles were drawn from 4859 studies using LLMs for mental health tasks. …”
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Pragmatic, double-blind, randomised trial evaluating the impact of red blood cell donor sex on recipient mortality in an academic hospital population: the innovative Trial Assessin... by Dean A Fergusson, Alan J Forster, Alan Tinmouth, Kednapa Thavorn, Steven Hawken, Kumanan Wilson, Michaël Chasse, Shane English, Nadine Shehata, Jason P Acker, Angie Tuttle, Iris Perelman, Nancy Cober, Heather Maddison, Melanie Tokessy

“…An intent-to-treat analysis will be applied using all randomised and transfused patients. The principal analysis will be a survival analysis comparing the time from randomisation to death between patients allocated to male donor red blood cells (RBCs) and female donor RBCs.Ethics and dissemination Approval has been obtained from research ethics boards of all involved institutions, as well as from privacy offices of Canadian Blood Services, Institute for Clinical Evaluative Science and The Ottawa Hospital Data Warehouse. …”
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Advancements and Challenges in Video-Based Deception Detection: A Systematic Literature Review of Datasets, Modalities, and Methods by Yeni Dwi Rahayu, Chastine Fatichah, Anny Yuniarti, Yusti Probowati Rahayu

“…Our analysis revealed several key findings: 1) only 52.4% of identified datasets are publicly accessible, highlighting a critical gap in research reproducibility; 2) multimodal approaches consistently outperform unimodal methods, with accuracy improvements of 10-15%; 3) deep learning architectures, particularly LSTM variants and attention mechanisms, demonstrate superior performance in capturing temporal aspects of deception; 4) the Real-Life Trial Dataset emerged as the most frequently used dataset (65% of studies), indicating a preference for high-stakes ecologically valid data; and 5) significant ethical challenges remain unaddressed, particularly regarding privacy, bias, and cross-cultural validity. …”
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Bibliometric analysis of research in ethical concerns and dilemmas of digital mental health care in the last two decades by Poonam Sharma, Rekha Wagani, Mahima Anna Varghese

“…Analyses reflects that the top cited articles on Digital Mental healthcare are specifically directed on bringing out some of the key concerns of data privacy, emergency response, therapist competency and consent which requires appropriate handling Otherwise they may be cause of distress to client and question the trustworthiness of the Digital Mental Health Care system.ConclusionThe concerns brought out through this bibliometric analysis could be important guiding principles for online mental health services. …”
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Adolescents’ Daily Lives (ADL) project: an intensive longitudinal design study protocol examining the associations between physical literacy, movement behaviours, emotion regulatio... by Sam Liu, Ryan Rhodes, Megan Ames, Sharan Srinivasa Gopalan, C Emmett Sihoe, Stephanie G Craig, Mauricio Garcia-Barrera, Jonathan Rush, E Jean Buckler

“…Study participation is voluntary, and data collection will be anonymised to protect participant privacy and confidentiality. …”
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The Role of AI in Nursing Education and Practice: Umbrella Review by Rabie Adel El Arab, Omayma Abdulaziz Al Moosa, Fuad H Abuadas, Joel Somerville

“…Eligibility was guided by the Sample, Phenomenon of Interest, Design, Evaluation, Research type framework; databases (PubMed or MEDLINE, CINAHL, Web of Science, Embase, and IEEE Xplore) were searched using comprehensive keywords. Two reviewers independently screened records and extracted data. …”
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Nursing in the Digital Age: Harnessing telemedicine for enhanced patient care by Aanuoluwapo Clement David-Olawade, David B. Olawade, Iyanuoluwa O. Ojo, Motunrayo E. Famujimi, Temitope T. Olawumi, Deborah T. Esan

“…Ethical considerations, such as patient privacy, informed consent, and data security, emerged as significant challenges in telemedicine. …”
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Adoption of Electronic Records Management System in Managing Patients Records at Kabale Regional Referral Hospital. by Musiimenta, Lucky

“…The study targeted a population of 100 Participants and a sample of 80 Participants using the Morgan and Krejen table. The study used an interview guide and observation methods to collect data from Participants who were patients, hospital administration, and records personnel. …”
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Relationship between breast feeding and motor development in children: protocol for a systematic review and meta-analysis by Vicente Martínez-Vizcaíno, Diana P Pozuelo-Carrascosa, Celia Álvarez-Bueno, Monserrat Hernández Luengo, Carlos Berlanga-Macías

“…Subgroup analyses will be carried out based on the characteristics of motor skill development and the population included.Ethics and dissemination Ethical approval is not required because the data used will be obtained from published studies, and there will be no concerns about privacy. …”
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Learning from the first: a qualitative study of the psychosocial benefits and treatment burdens of long‐acting cabotegravir/rilpivirine among early adopters in three U.S. clinics by Katerina A. Christopoulos, Mollie B. Smith, Priyasha Pareek, Alicia Dawdani, Xavier A. Erguera, Kaylin V. Dance, Ryan S. Walker, Janet Grochowski, Francis Mayorga‐Munoz, Matthew D. Hickey, Mallory O. Johnson, John Sauceda, Jose I. Gutierrez Jr., Elizabeth T. Montgomery, Jonathan A. Colasanti, Lauren F. Collins, Moira C. McNulty, Kimberly A. Koester

“…Clinical data were abstracted from the medical record. Results The sample (San Francisco n = 25, Atlanta n = 20, Chicago n = 14 for total n = 59, median number of injections = 6) consisted of 48 PWH using CAB/RPV‐LA and 11 who had discontinued. …”
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Optimized Video Watermarking With Entropy-Aware Block Selection and Modified Hénon-Map Encryption by Ranjan K. Senapati, Birendra Biswal, Sandeep Kautish, Gandharba Swain, Ayman Altameem, Abdulaziz S. Almazyad, Ali Wagdy Mohamed

“…Video watermarking is a technique used to embed information into video content, ensuring privacy protection and preventing data misuse. …”
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Exploring health challenges and coping strategies in young patients undergoing maintenance hemodialysis: a qualitative study by Huiling Rao, Yiqian Guo, Luanning Qiu, Xiaomei Ren

“…Methods A qualitative study was conducted through semi-structured interviews with nine MHD patients in a tertiary hospital located in a new first-tier city in China. The interview data were analyzed using Colaizzi’s method with the aid of NVivo 14 (QSR International) software, and all patients’ information was anonymized to protect their privacy. …”
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The lived experience of mothers who give birth after induction of labour in hospital settings in Southern Ethiopia: a phenomenological study by Adanech Abebe, Temesgen Nane Setato, Fithamlak Solomon Bisetegn, Samson Kastro Dake, Debritu Nane

“…Data were analyzed thematically using Braun and Clarke’s six-phase method, supported by Open Code Software Version 4.02. …”
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Feasibility of digital healthcare in enhancing healthcare access in semiurban areas of Karachi, Pakistan: a qualitative descriptive study by Frances Griffiths, Romaina Iqbal, Bronwyn Harris, Narjis Rizvi, Rawshan Jabeen

“…Both inductive and deductive approaches were used for data analysis.Measure of outcomes The assessment of feasible demand-side and supply-side factors would be extremely useful in the planning and implementation of a sustainable digital health programme.Results Digital health is an acceptable and practically feasible option and is a potential solution to enhance healthcare access and equity, particularly in semiurban and rural remote areas, where healthcare access is limited. …”
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Utilization of artificial intelligence in clinical practice: A systematic review of China's experiences by Yihan Qi, Emma Mohamad, Arina Anis Azlan, Chenglin Zhang

“…Methods Following PRISMA guidelines, this review conducted a comprehensive search in Web of Science, Scopus, and PubMed. Bias was assessed using the JBI and NOS tools. Data on study design, population, AI technologies, applications, clinical issues, and outcomes were extracted. …”
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Cyber Dating Violence: How Is It Perceived in Early Adolescence? by Iratxe Redondo, Naiara Ozamiz-Etxebarria, Joana Jaureguizar, Maria Dosil-Santamaria

“…Methods: Participants were 466 second- and third-year secondary school students. Data were collected through surveys, and responses were analysed using the Iramuteq program. …”
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Experiences and perceptions of respectful maternity care among mothers during childbirth in health facilities of Eastern province of Rwanda: An appreciative inquiry. by Alice Muhayimana, Irene Josephine Kearns, Darius Gishoma, Olive Tengera, Thierry Claudien Uhawenimana

“…We employed the thematic analysis and used NVivo 12 to organize codes and develop a codebook.…”
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Construction of an ethical competency evaluation system for clinical physicians in China by Chun-Yan Zeng, Wen-Tao Zhou, Jun-Hao Zhang, Yun-Yi Chen, Yi-Yu Zheng, Hong-Bo Miao, Ge-Yu Liu, Hao-Qing Feng

“…Methods This study was conducted using a literature review, interviews, and the expert Delphi method. …”
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VILLAGE WEBSITE DEVELOPMENT TRAINING AS A DIGITAL-BASED SERVICE OPTIMIZATION IN ALANG-ALANG VILLAGE, TRAGAH, BANGKALAN by Erna Setijaningrum, Muhammad Ghofiqi, Luqman Purwanto, Rendy Billiyanto, Faried Effendy

“…The training covered website management, data privacy, and integration with local policies, facilitated by trainers and mentors from Universitas Airlangga. …”
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Blockchain modeled swarm optimized lyapunov smart contract deep reinforced secure tasks offloading in smart home by Preethi, Mohammed Mujeer Ulla, Sapna R, Raghavendra M Devadas

“…The extensive issues regarding a smart home include offloading computational tasks, data security aspects, privacy issues, authentication of Internet of Things (IoT) devices, and so on. …”
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