PIRO: A web-based search platform for pathology reports, leveraging large language models to generate discrete searchable insights by Scott Robertson, Venkata Koppireddy, Jeremy Cumbo, Hooman Rashidi, Samer Albahra

“…To address this need, we developed PIRO (Pathology Information Retrieval Optimizer), a web-based platform enabling efficient text searches of diagnostic archives. Built using FastAPI, Angular, and Apache Solr, PIRO supports both basic and advanced search functionalities, faceted filtering, and data extraction, while ensuring compliance with institutional privacy protocols. …”
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Preserving patient dignity in critical care units: A qualitative content analysis by Alireza Arman, Shahrzad Ghiyasvandian, Zahra Abbasi Dolatabadi, Meysam Khoshavi, Ali Yavari, Masoumeh Zakerimoghadam

“…Methods & Materials: This qualitative study was conducted on 20 patients selected from the Critical Care Units of Imam Khomeini Hospital, Tehran, Iran, through purposeful sampling. Data were collected via semi-structured interviews and were analyzed using Graneheim and Lundman’s conventional content analysis method. …”
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Virtual Reality and User Experience: Current Trends and Future Challenges by Fatima Aviles-Castillo, Jorge Buele, Guillermo Palacios-Navarro

“…Future research should focus on refining interaction paradigms, improving accessibility, and developing ethical frameworks that respect data privacy and protect the user from cybersickness and the psychological effects of prolonged virtual reality exposure.…”
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Análise estratégica sobre o emprego de federação de identidade no canal de Internet das organizações Identity federation on organizational internet channel strategic analysis by Heitor Luiz Murat de Meirelles Quintella, José Marcelo de Freitas Vilela

“…<br>Identity Federation, as a standard of security and identity data privacy intermediation, seems to be a real market solution and has been proposed by three alliances or groups: Shibboleth, WS-Federation and Liberty Alliance. …”
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The Status of Observing the Charter of Patients’ Rights and Related Factors from the Point of View of Hospitalized Patients by Seyedeh Narjes Fazeli, Mitra Sedghisabet, Mohammad Taghi Moghadamnia, Ehsan Kazemnejad Leili

“…The study instrument was a researcher-made questionnaire with two sections: The first section was related to individual, social, and disease-related information, and the second section to determining the status of the patient’s compliance. The obtained data were analyzed using descriptive (Mean±SD) and inferential statistics (The Chi-Square test, Friedman, and logistic regression). …”
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Respectful maternity care and mistreatment: Women's experiences during induction of labor and childbirth in Ghana. by Kwame Adu-Bonsaffoh, Grace T Newman, Kenneth Atobrah-Apraku, Yaw Opuni-Frimpong, Joseph D Seffah

“…Purposive sampling was employed in recruiting the study participants (n = 17). Data analysis was performed based on thematic content using the inductive qualitative analytic framework approach.…”
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A Systematic Review of Telehealth Applications in Endocrinology by SeyedAhmad SeyedAlinaghi, Soudabeh Yarmohammadi, Pegah Mirzapour, Soheil Dehghani, Sepide Ahmadi, Faeze Abbaspour, Ava Pashaei, Ayoob Molla, Alireza Pashaei, Samin Ahmadi, Esmaeil Mehraeen

“…Methods: This study involved a thorough search using comprehensive techniques across databases such as PubMed/Medline, Embase, and Scopus. …”
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Febrile disease modeling and diagnosis system for optimizing medical decisions in resource-scarce settings by Daniel Asuquo, Kingsley Attai, Okure Obot, Moses Ekpenyong, Christie Akwaowo, Kiirya Arnold, Faith-Michael Uzoka

“…The research investigated the most effective modeling approach for differentiating among 11 febrile illnesses that are prevalent in Nigeria using three intelligent techniques: Extreme Gradient Boost (XGBoost), Fuzzy Cognitive Map (FCM), and Analytic Hierarchy Process (AHP). …”
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Consumer perceptions and preferences of pharmacist-led professional services and attributes in Australia: a qualitative focus group study by Ruth Webster, Suzanne Robinson, Richard Norman, Laura Thomas, Ajay Karia, Tin Fei Sim

“…Audio recordings were transcribed verbatim and de-identified. Data were analysed using the thematic analysis technique to identify common themes.Setting Three online focus groups were conducted, inviting participants from AustraliaParticipants 15 adults aged 18 years and above, English-speaking and self-identified as a consumer of health services or a health carer.Results Participants recognised pharmacists primarily as medication experts but also valued additional services like health screening, vaccination and chronic disease management. …”
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Attention-Enhanced CNN for High-Performance Deepfake Detection: A Multi-Dataset Study by Subhram Dasgupta, Kushal Badal, Swetha Chittam, Md Tasnim Alam, Kaushik Roy

“…We created a dataset called the Center for Cyber Defense DeepFake (CCDDF) dataset by generating fake images using publicly available Artificial Intelligence (AI) tools and trained our model on these data, achieving a detection accuracy of 97% and an AUC score of 99.58. …”
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The Emerging Role of Artificial Intelligence in Dermatology: A Systematic Review of Its Clinical Applications by Ernesto Martínez-Vargas, Jeaustin Mora-Jiménez, Sebastian Arguedas-Chacón, Josephine Hernández-López, Esteban Zavaleta-Monestel

“…However, further studies are required to address challenges such as algorithmic bias, data privacy, and regulatory oversight. Funding and registration: This review received no external funding and was not registered in a systematic review registry.…”
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Teledentistry for Improving Access To, and Quality of Oral Health Care: Overview of Systematic Reviews and Meta-Analyses by Pascaline Kengne Talla, Paul Allison, André Bussières, Anisha Rodrigues, Frédéric Bergeron, Nicolas Giraudeau, Elham Emami

“…Meanwhile, patient safety (8/30, 27%) and equity (1/30, 10%) were the least explored domains, with few reviews addressing adverse outcomes, as well as concerns related to data privacy (3/30, 10%) and confidentiality (2/30, 6%). …”
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Remote work – the new normal needs more research by Annina Ropponen

“…Since the last decade, the use of employer-owned register data for studies of working hours has increased [eg, (11-13)] and such data could enable investigation of place for work (ie, where) in addition to timing (when) (14, 15). …”
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High acceptability, feasibility and sustainability of a direct‐to‐pharmacy differentiated PrEP delivery model in public health HIV clinics in Kenya: perspectives of PrEP clients an... by Emmah Owidi, Kenneth Ngure, Vallery Ogello, Njeri Wairimu, Lydia Etyang’, Winnie Waituika, Margaret Mwangi, Dominic Mwangi, Simon Maina, Elizabeth Irungu, Catherine Kiptinness, Nelly Mugo, Kenneth Mugwanya, for the Efficiency Study Team

“…We analysed data using thematic content analysis and organised findings by CFIR constructs. …”
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A phenomenological study of knowledge concealment in country water and sewage engineering company by Gholamreza Moghadasi, Hamidreza Rezaei Kelidbari, Mohammad Doostar

“…Data analysis was done using MAXQDA 2020 software. …”
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Sustainable E-Health: Energy-Efficient Tiny AI for Epileptic Seizure Detection via EEG by Moez Hizem, Mohamed Ould-Elhassen Aoueileyine, Samir Brahim Belhaouari, Abdelfatteh EL Omri, Ridha Bouallegue

“…This study aimed to (i) Develop a TinyML workflow that details the steps for model creation and deployment in resource-constrained environments and (ii) apply the workflow to e-health applications for the real-time detection of epileptic seizures using electroencephalography (EEG) data. The methodology employs a dataset of 4097 EEG recordings per patient, each 23.5 seconds long, from 500 patients, to develop a robust and resilient model. …”
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Development of a matching framework for voluntary services provided to home-dwelling older adults by nursing faculty and students based on the Kano model by Lei Huang, Weihong Yang, Lina Wang, Pei Wang, Yan Lin, Shuyao Hui, Peng Wang, Xiang Sun, Yue Yao, Rui Chen, Fengjian Zhang, Lulu Liao, Yilan Liu, Chunyan Guan

“…However, evidence is limited on how to align their needs with the service intentions of nursing faculty and students to develop appropriate frameworks. Methods Data were collected through self-designed demand-supply matching questionnaires from nursing faculty and students (March 26 - April 25, 2023) and older adults (May 24 - July 7, 2023) using convenience sampling. …”
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Conditions for and potential solutions associated with continuity of care for patients with complex care needs across Swedish regions with differing population densities by Linda Ljungholm, Charlotte Klinga, Mirjam Ekstedt, Anette Edin-Liljegren, Elin-Sofie Forsgärde

“…Method Secondary analysis was conducted using qualitative content analysis on interview data from two studies, consisting of 53 transcripts from individual, pair, and focus group interviews held between August 2018 and November 2019. …”
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Advancing Mental Health Care: A Comprehensive Review of Digital Tools and Technologies for Enhancing Diagnosis, Treatment, and Wellness by Muhammad Khalid Anser, Agha Amad Nabi, Ishfaq Ahmad, Muhammad Moinuddin Qazi Abro, Khalid Zaman

“…Exposure therapy for anxiety and trauma is increasingly using virtual reality environments. Although digital mental health therapies face challenges in relation to data privacy, limited long‐term efficacy, and technological inequality, digital technologies are modernizing mental healthcare. …”
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Artificial intelligence and predictive marketing: an ethical framework from managers’ perspective by Hina Naz, Muhammad Kashif

“…Thematic analysis was used to explore themes emerging from the data. Findings – Results reveal that using AI in marketing could lead to unintended consequences, such as perpetuating existing biases, violating customer privacy, limiting competition and manipulating consumer behavior. …”
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