The role of artificial intelligence in vascular care by Nehaar Nimmagadda, BS, Edouard Aboian, MD, Sharon Kiang, MD, Uwe Fischer, MD

“…The review also explores cost-effectiveness data, resource optimization, and challenges such as algorithmic bias and data privacy. …”
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DualBranch-AMR: A Semi-Supervised AMR Method Based on Dual-Student Consistency Regularization with Dynamic Stability Evaluation by Jiankun Ma, Zhenxi Zhang, Linrun Zhang, Yu Li, Haoyue Tan, Xiaoran Shi, Feng Zhou

“…While deep learning has substantially improved the performance of Automatic Modulation Recognition (AMR), it heavily relies on large amounts of labeled data. Given the high annotation costs and privacy concerns, researching semi-supervised AMR methods that leverage readily available unlabeled data for training is of great significance. …”
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Effectiveness of Health Management Information System in Selected Sub-Counties of Ryakarimira Town Council and Rubaya Sub-County. by Ayebare, Esther Loy

“…These challenges included delays in data entry, limited resources for training, occasionally technical issues, infrastructure, and technological constraints, especially in remote areas, and concerns about data security and patient information privacy. …”
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Leveraging deep neural network and language models for predicting long-term hospitalization risk in schizophrenia by Yihang Bao, Wanying Wang, Zhe Liu, Weidi Wang, Xue Zhao, Shunying Yu, Guan Ning Lin

“…By utilizing language models, our developed algorithm efficiently extracts 95% of the unstructured electronic health records data needed for this work, while ensuring data privacy and low error rate. …”
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When and Why Adults Abandon Lifestyle Behavior and Mental Health Mobile Apps: Scoping Review by Patrick G Kidman, Rachel G Curtis, Amanda Watson, Carol A Maher

“…ObjectiveWe explored the abandonment of apps used for managing physical activity, diet, alcohol, smoking, and mental health in free-living conditions, examining the duration of app use before abandonment and the underlying reasons. …”
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Providers' perceptions of implementing standardized postpartum family planning: a qualitative study of midwives and nurses in GhanaAJOG Global Reports at a Glance by Sarita Sonalkar, Ernest Maya, Chris Guure, Arden McAllister, Dzifa Adimle Puplampu, Roseline Dansowaa Doe, Mary Eluned Gaffield, James Kiarie

“…We interpreted data using thematic analysis. Results: Providers indicated that use of one-on-one counseling and the mobile application in hospital-based postpartum care delivery was acceptable, feasible, and appropriate. …”
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Resilience Informatics in Public Health: Qualitative Analysis of Conference Proceedings by Maiya G Block Ngaybe, Lidia Azurdia Sierra, Andrew McNair, Myla Gonzalez, Mona Arora, Kacey Ernst, Enrique Noriega-Atala, M Sriram Iyengar

“…A detailed thematic analysis was performed using an inductive approach, supported by MAXQDA software to manage and organize data. …”
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Exploring the Landscape of Standards and Guidelines in AgeTech Design and Development: Scoping Review and Thematic Analysis by Shahabeddin Abhari, Josephine McMurray, Tanveer Randhawa, Gaya Bin Noon, Thokozani Hanjahanja-Phiri, Heather McNeil, Fiona Manning, Patricia Debergue, Jennifer Teague, Plinio Pelegrini Morita

“…The findings highlight that the most frequently addressed aspect of AgeTech standards or guidelines is related to “design and development,” constituting 36% (21/58) of the literature; “usability and user experience” was the second most prevalent aspect, accounting for 19% (11/58) of the documents. In contrast, “privacy and security” (1/58, 2%) and “data quality” (1/58, 2%) were the least addressed aspects. …”
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Analyzing the practice of medical humanistic care based on a social learning model: mapping the trajectory of the learning dynamic process from the learner’s perspective by Bilu Gu, Yiming Lv, Jiyu Zhu, Xiaoling Sun, Xiaoling Sun, Kun Li

“…BackgroundHumanistic care is a good glue for the doctor-patient relationship, and it is a general trend to improve the practice of humanistic care.MethodsA narrative research method was used to conduct semi-structured interviews with 18 master’s degree nursing students from China who were in the clinical rotation stage, and the data were content analyzed and explored from the perspective of the learners who were learning about humanistic caring practices using the social learning theory model.ResultsThere is a triple tension structure in the practice of humanistic care: At the cognitive level, there is a knowledge-activity rupture, with learners showing theoretical clarity but practical confusion. …”
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Informed consent in cervical cancer screening research in Butajira district, Ethiopia by Lidya Genene Abebe, Abigiya Wondimagegnehu, Laith A. Labban, Brhanu Teka, Andreas M. Kaufmann, Tamrat Abebe, Eva J. Kantelhardt, Adamu Addissie, Muluken Gizaw

“…Data were analysed using qualitative content analysis via QCAmap software. …”
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CHALLENGES FOR INTEGRATION OF REMOTELY PILOTED AIRCRAFT SYSTEMS INTO THE EUROPEAN SKY by Tadeusz ZIELIŃSKI, Wiesław MARUD

“…Despite the undeniable social benefits of RPAS utilisation, in particular in ensuring security and public order, it will be necessary to address issues related to the perception of RPAS by the public, including privacy and data protection, law enforcement associated with the application of RPAS, third-party liability and insurance requirements of RPAS.…”
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HIV risk screening and HIV testing among orphans and vulnerable children in community settings in Tanzania: Acceptability and fidelity to lay-cadre administration of the screening... by Michelle M Gill, Ola Jahanpour, Roland van de Ven, Asheri Barankena, Peris Urasa, Gretchen Antelman

“…A composite score was developed for the checklist. Qualitative data were thematically analyzed to address screening and testing perceptions and experiences.…”
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Implementing Large Language Models in Health Care: Clinician-Focused Review With Interactive Guideline by HongYi Li, Jun-Fen Fu, Andre Python

“…Most LLMs with multimodal abilities are closed-source models and, therefore, lack of transparency, model customization, and fine-tuning for specific clinical tasks and may also pose challenges regarding data protection and privacy, which are common requirements in clinical settings. …”
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Information Technology in Nursing Practice: A Scoping Review of Assessment Tools for Evaluating Nurses’ Competencies by Cachata D, Costa M, Magalhães T, Lucas P, Gaspar F

“…This has driven the need to develop specific competencies and maintain a balance between ethical aspects, social and legal challenges related to privacy and data security, as well as the challenge of ensuring person-centered care practice. …”
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Sustainable Innovation: Harnessing AI and Living Intelligence to Transform Higher Education by Hesham Mohamed Allam, Benjamin Gyamfi, Ban AlOmar

“…However, while AI has the potential to improve education significantly, it also introduces challenges, such as ethical concerns, data privacy risks, and algorithmic bias. The real challenge is not just about embracing AI’s benefits but ensuring it is used responsibly, fairly, and in a way that aligns with educational values. …”
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Assessment of the attitude and fears of the physicians of Pakistan regarding artificial intelligence: a cross-sectional survey in 2024 by Abdur Rehman Khalid, Farooq Ahmad, Smak Ahmed, Muhammad Ahrar Bin Naeem, Noor ul Ain, Hassan Mehmood, Aasma Sajawal, Muhammad Umar, Aiman Atta, Hassaan Amin, Shahid Mahmood

“…Subject and methods A nation-wide cross-sectional study was conducted using an online questionnaire, based on standardized General Attitude Towards Artificial Intelligence Scale (GAAIS) and self-devised questions, aimed at collecting data about demographic details, attitude and fears of the physicians regarding AI. …”
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DiReDi: Distillation and Reverse Distillation for AIoT Applications by Chen Sun, Qiang Tong, Wenshuang Yang, Wenqi Zhang

“…When the user needs to update the edge-AI model to better fit the actual scenario, two reverse distillation (RD) processes are employed to extract the knowledge – the difference between user preferences and the manufacturer's presumptions from the edge-AI model using the user's exclusive data. Only the extracted knowledge is reported back to the upper management cloud server to update the cloud AI model, thus protecting user privacy by not using any exclusive data. …”
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eHealth Technology: What Do We Know and What do We Need to Learn by Ramzi A. Haraty, Ola A Sukkarieh

“…<p>eHealth is the use of information and communication technologies for health. eHealth serves multiple utilization purposes for storage, exchange, and retrieval of digital data for administrative, clinical, educational and research purposes. …”
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BERT ensemble based MBR framework for android malware detection by Faisal S. Alsubaei, Abdulwahab Ali Almazroi, Walid Said Atwa, Abdulaleem Ali Almazroi, Nasir Ayub, Noor Zaman Jhanjhi

“…By leveraging their strengths, the MBR model introduces significant innovation. By using ensemble methods on static data, the MBR framework not only provides a reliable malware detection solution but also presents a novel strategy. …”
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Emergency department care experiences among 2SLGBTQQIA+ patients: a mixed methods study by Sidonie Chard, Sawyer Karabelas-Pittman, Kel Martin, Elliot Chapple, David Messenger, Susan A. Bartels, Melanie Walker

“…Participants were recruited from the Kingston Health Sciences Centre’s ED, Urgent Care Centre, and at community-based organisations. Quantitative data were analysed using chi-squared tests, while qualitative data underwent thematic analysis. …”
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