Large-scale long-tailed disease diagnosis on radiology images by Qiaoyu Zheng, Weike Zhao, Chaoyi Wu, Xiaoman Zhang, Lisong Dai, Hengyu Guan, Yuehua Li, Ya Zhang, Yanfeng Wang, Weidi Xie

“…In this paper, we introduce RadDiag, a foundational model supporting 2D and 3D inputs across various modalities and anatomies, using a transformer-based fusion module for comprehensive disease diagnosis. …”
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Analyzing Visitor Behavior to Enhance Personalized Experiences in Smart Museums: A Systematic Literature Review by Rosen Ivanov, Victoria Velkova

“…Behavioral Analytics Platforms and Mobile/Wearable Devices are the most used technologies (42.4%) for delivering personalized content. …”
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AI in the Classroom: Insights from Educators on Usage, Challenges, and Mental Health by Julie A. Delello, Woonhee Sung, Kouider Mokhtari, Julie Hebert, Amy Bronson, Tonia De Giuseppe

“…This study highlights a gap in institutional AI policies, leading some educators to establish their own guidelines, particularly for matters such as data privacy and plagiarism. Furthermore, respondents identified a significant need for professional development focused on AI literacy and ethical considerations. …”
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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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Information Security and Artificial Intelligence–Assisted Diagnosis in an Internet of Medical Thing System (IoMTS) by Pi-Yun Chen, Yu-Cheng Cheng, Zi-Heng Zhong, Feng-Zhou Zhang, Neng-Sheng Pai, Chien-Ming Li, Chia-Hung Lin

“…However, these digital data contain patients’ privacy and may be restricted to authorized users. …”
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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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Feasibility and acceptability of implementing the Global Scales for Early Development (GSED) package for children 0–3 years across three countries by Ambreen Nizar Merchant, Raghbir Kaur, Gareth McCray, Vanessa Cavallera, Ann Weber, Melissa Gladstone, Magdalena Janus, Imran Nisar, Patricia Kariger, Sunil Sazawal, Arup Dutta, Salahuddin Ahmed, Yunting Zhang, Mariana Pacifico Mercadante, Arsene Zongo, Yvonne Schönbeck, Tarun Dua, Iris Eekhout, Fahmida Tofail, Maureen Black, Abdullah H. Baqui, Dana McCoy, Farzana Begum, Romuald Kouadio E. Anago, Alexandra Brentani, Fan Jiang, Symone Detmar, Michelle Perez Maillard, Marcus Waldman, Stef van Buuren, Abbie Raikes, Katelyn Hepworth, Marta Rubio Codina, Shirina Akhtar, Fyezah Jehan, Rasheda Khanam, Hassan Naqvi, Abrarul Haque Asif, Junaid Mehmood, Sidra Afzal, Gillian Lancaster

“…Implementation challenges reiterated the need to develop a more comprehensive training module covering GSED administration and other topics, including the consent process, rapport building, techniques for maintaining privacy and preventing distraction, and using didactic and interactive learning modes. …”
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Mental Health in the Age of Hyperconnectivity: A Crisis Hidden in Plain Sight by Sitara Ejaz, Hafiz Muhammad Haseeb Khaliq

“…They reported the spectrum of emotional exhaustion, inability to ‘log off,’ and the excessive use of digital platforms even on evenings and weekends. …”
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Mental health promotion in disasters: exploring the synergy of artificial intelligence, spirituality, and psychology: a SWOT analysis by Rasoul Fattahipour, Simintaj Sharififar, Fatemeh Teymouri, Maryam Azizi, Milad Ahmadi Marzaleh

“…In contrast, threats such as data privacy risks, algorithmic biases, and ethical concerns around informed consent and over-standardization of care are also addressed. …”
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Testing and Iterative Improvement of the CEN ISO/TS 82304-2 Health App Quality Assessment: Pilot Interrater Reliability Study by Anna-Lena Frey, Diana Matei, Ben Phillips, Adam McCabe, Rachel Fuller, Begoña Laibarra, Laura Alonso, Victor de la Hoz, Carme Pratdepadua Bufill, Berta Llebot Casajuana, Giuseppe D'Avenio, Pier Angelo Sottile, Laura Melania Rocchi, Matteo Errera, Yasmine Laaissaoui, Michael Cardinal, Menno Kok, Petra Hoogendoorn

“… BackgroundWith the increasing use of health apps and ongoing concerns regarding their safety, effectiveness, and data privacy, numerous health app quality assessment frameworks have emerged. …”
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Experiences Receiving and Delivering Virtual Health Care For Women: Qualitative Evidence Synthesis by Karen M Goldstein, Sharron Rushton, Allison A Lewinski, Abigail Shapiro, Tiera Lanford-Davey, Jessica N Coleman, Neetu Chawla, Dhara B Patel, Katherine Van Loon, Megan Shepherd-Banigan, Catherine Sims, Sarah Cantrell, Susan Alton Dailey, Jennifer M Gierisch

“…Data reduction was performed using inductive and deductive reasoning. …”
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Identification of Factors Affecting the Selection of Women's Gyms by Abbas Naghizadeh-Baghi, Masoud Imanzadeh, Mitra Lalfam, Farzad Nobakht Sareban, Majid Javid

“…The data were analyzed by SPSS26 software using Exploratory Factor Analysis test.Results: The results showed that 44 final characteristics affecting the selection of the gym were factorized into 8 factors by factor analysis and these factors explain 67% of the total variance.Conclusion:   Factors influencing the selection of women's gymnasiums in order of priority include Physical Evidence, process, Place, price, product, People, Promotion and Privacy.…”
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Students’ Perceptions of Learning Analytics for Mental Health Support: Qualitative Study by Aglaia Freccero, Miriam Onwunle, Jordan Elliott, Nathalie Podder, Julia Purrinos De Oliveira, Lindsay H Dewa

“…However, students raised concerns regarding data reliability and identified several ethical issues, such as privacy and lack of transparency. …”
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Barriers facilitators and needs of female sex workers in Arak to access sexual health services a qualitative study by Iman Navidi, Elham Shakibazadeh, Firoozeh Raisi, Samaneh Akbarpour

“…Data were collected and analyzed using qualitative content analysis. …”
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Pre-class learning assessment on integrating artificial intelligence into evidence-based medicine curriculum by ZUHAER·Yisha, CHEN Xiaowei, CAO Wangnan, WU Shanshan, LIU Junchang, SUN Yumei, WU Tao, ZHAN Siyan, SUN Feng

“…Differences between master’s and doctoral students were analyzed using the Mann-Whitney U test.Results A total of 46 students participated in the survey (34 Masters and below, and 12 PhDs). …”
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Exploring Perceived Barriers in the Assessment and Management of Female Sexual Dysfunction: An Integrated Qualitative and Quantitative Study among Trainee Residents by Yogender Kumar Malik, Adwitiya Ray, Sujata Sethi, Rajiv Gupta

“…A total of 92 trainee residents from related medical specialties of psychiatry, gynecology, dermatology, and urology, who provided informed consent, participated in the study. Data were collected using a validated questionnaire regarding perceived barriers related to residents’ knowledge and attitudes toward assessing FSD and a case vignette. …”
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What is the Role of Medical Informatics in Digital Healthcare? by Mihai TĂRÂŢĂ

“…. • Cybersecurity & Privacy in Healthcare – Implementing robust security solutions (e.g., encryption, blockchain) to safeguard sensitive patient data and ensure compliance with regulations like HIPAA (USA), GDPR (EU), and local healthcare laws…”
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Low Saturation Confidence Distribution-based Test-Time Adaptation for cross-domain remote sensing image classification by Yu Liang, Shilei Cao, Juepeng Zheng, Xiucheng Zhang, Jianxi Huang, Haohuan Fu

“…However, most UDA approaches require access to source data, which may be infeasible due to data privacy or transmission constraints. …”
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Exploring quality of life among elderly persons living with HIV in Accra, Ghana. by Marijanatu Abdulai, Philip Teg-Nefaah Tabong, Harriet Affran Bonful, Adolphina Addo-Lartey, Bismark Sarfo

“…The data was analysed thematically using QSR NVivo 11.…”
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