Efficient anonymous authentication protocol for internet of vehicles based on Chinese cryptographic SM2 by SU Binting, FANG He, XU Li

“…A pseudo-identity authentication mechanism was integrated into the protocol to strengthen the protection of vehicle privacy information, effectively concealing vehicles’ real identities and operational data. …”
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Harnessing Microbiome, Bacterial Extracellular Vesicle, and Artificial Intelligence for Polycystic Ovary Syndrome Diagnosis and Management by Bhawna Kushawaha, Tial T. Rem, Emanuele Pelosi

“…We explore the diagnostic potential of the AI-driven analysis of microbiome and BEV profiles, and address ethical considerations including data privacy and algorithmic bias. As these technologies continue to evolve, they hold increasing potential for the improvement of PCOS diagnosis and management, including the development of safer, more precise, and effective interventions.…”
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Prospective Applications of Artificial Intelligence In Fetal Medicine: A Scoping Review of Recent Updates by Miskeen E, Alfaifi J, Alhuian DM, Alghamdi M, Alharthi MH, Alshahrani NA, Alosaimi G, Alshomrani RA, Hajlaa AM, Khair NM, Almuawi AM, Al-Jaber KH, Elrasheed FE, Elhassan K, Abbas M

“…Despite these advancements, challenges related to the ethical use of AI, data privacy, and the need for extensive validation of AI tools in diverse populations were noted.Conclusion: The potential benefits of AI in fetal medicine are immense, offering a brighter future for our field. …”
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Synthetic bone marrow images augment real samples in developing acute myeloid leukemia microscopy classification models by Jan-Niklas Eckardt, Ishan Srivastava, Zizhe Wang, Susann Winter, Tim Schmittmann, Sebastian Riechert, Miriam Eva Helena Gediga, Anas Shekh Sulaiman, Martin M. K. Schneider, Freya Schulze, Christian Thiede, Katja Sockel, Frank Kroschinsky, Christoph Röllig, Martin Bornhäuser, Karsten Wendt, Jan Moritz Middeke

“…Abstract High-quality image data is essential for training deep learning (DL) classifiers, yet data sharing is often limited by privacy concerns. …”
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An AI-Based Telerehabilitation Solution to Improve Mobility in People With Multiple Sclerosis (the PLATINUMS Project): Protocol for an Implementation and Evaluation Study by Lars Hvid, Susan Coote, Massimiliano Pau, Alon Kalron

“…ResultsFunding for the PLATINUMS project was obtained in February 2024. WP2 data collection began in April 2025 across 4 European sites. …”
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Assessment of public awareness and willingness to establish a forensic DNA and odontology national database in Egypt: a cross-sectional study by Asmaa Mohammad Moawad, Fatma Mohamed Hassan, Eman D. El Desouky, Youssef Mohsen Ashmawy, Ebtehal Mohammed, Noha E. Ibrahim, Howaida Saeed Mohammed, Basma kamal Ibrahim

“…Despite concerns about privacy and data misuse, most people acknowledged the potential benefits of using these services. …”
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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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Public Perception on Artificial Intelligence–Driven Mental Health Interventions: Survey Research by Mahima Anna Varghese, Poonam Sharma, Maitreyee Patwardhan

“…Major concerns included data privacy, security, the lack of human touch, and the potential for misdiagnosis. …”
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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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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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Alleviating stressfeeding in the emergency department: Elucidating the tensions induced by workplace lactation space issues by Kimberly L. Moulton, Samantha A. Izuno, Nicole Prendergast, Nicole Battaglioli, Stefanie S. Sebok‐Syer

“…Methods Our team used an exploratory qualitative design to investigate lactation‐specific stressors and understand their relationship to individuals’ needs when lactating in EM workplace environments. …”
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Factors enhancing operation and maintenance of sanitation facilities for improved service levels in Kampala Schools by Jude Zziwa Byansi, Swaib Semiyaga, Frank Kansiime, Robinah Nakawunde Kulabako

“…A cross-sectional study approach and systematic random sampling techniques were used to collect data from 274 schools (selected from 852) using checklists and questionnaires. …”
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Wearable Technologies for Health Promotion and Disease Prevention in Older Adults: Systematic Scoping Review and Evidence Map by Yue Sun, Ji Chen, Mengmeng Ji, Xiaomei Li

“…The opportunities presented by wearable devices are countered by multiple challenges, including data availability and reliability, technical limitations, utility and user acceptance, cost, security and privacy, performance gaps, and challenges. …”
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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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