22 results found

Vitalii Slobodzian, Barmak Oleksandr, Pavlo Radiuk, Liliana Klymenko, Iurii Krak

Cardiac MRI images are vital in diagnosing a range of heart diseases, yet standard solutions frequently struggle with inadequate region delineation, confusion among similar pathologies, and opaque dec...

Research Square 2026-04-23 rs-5930463

Eva N. Woodward, Irenia A. Ball, JoAnn E. Kirchner, Sara J. Landes, Leslie R. M. Hausmann, Cathleen Willging

Background Researchers identified “preparing patients to be active in innovations” as one of the top five most effective implementation strategies; this included educating patients to be engaged in th...

Implementation Science Communications 2026-04-23 rs-9224470
service users consumer patient engagement3 patient and public involvement community engagement implementation science quality improvement

Nataliia Savychuk, Vasil Pekhno, Ivan Riabko

Background Painful temporomandibular disorder is common, but cerebellar responses to different mandibular states remain insufficiently described. This case is reported because it shows a novel within-...

BMC Oral Health 2026-04-23 rs-9177677
Temporomandibular disorders cerebellum functional magnetic resonance imaging voxel-based morphometry SUIT atlas

Xin Liu, Wenrui Zhu, Xingui Li

Automated pain monitoring devices are critical for effective patient care, particularly for non-communicative individuals in intensive care and post-operative settings. This paper presents the develop...

Scientific Reports 2026-04-23 rs-9310940
medical device system pain assessment facial expression recognition surface electromyography multi-modal fusion clinical deployment healthcare monitoring

Caiping Liu, Xinghan Wang, Yan Wang, Yuan Ao, Bo Bian

Background: Population aging and family nuclearization in China have increased the number of a growing number of elderly individuals living alone or with only their spouse ("spousal cohabitation"). Cu...

BMC Geriatrics 2026-04-23 rs-9112025
Elderly Residential patterns Social support Mental health Sleep quality Healthcare demand Community health services

Lilach Alon¹, Inbar Levkovich¹

This study examines AI information literacy among healthcare professionals and identify differences across professional roles. An online survey was administered to 390 healthcare professionals includi...

BMC Medical Education 2026-04-23 rs-9101750
generative artificial intelligence AI information literacy healthcare professionals ethics technology adoption

Mengfan Yu, Ruixue Zhou, Di Shen, Xiduo Yang, Zijing Wu, Liangru Zhou, Yuwei Wang

Background Background: Healthcare-seeking behavior is a key indicator of the efficiency and equity of a healthcare system and is crucial for achieving universal health coverage. Against the backdrop o...

BMC Public Health 2026-04-23 rs-9135712
healthcare utilization health insurance financial risk Anderson model CHARLS CFPS

Robert Topp, Jay Greenstein, Jena Etnoyer-Slaski

Background Musculoskeletal disorders (MSDs) are the leading cause of disability worldwide and the primary reason for healthcare utilization. Understanding a patient's rehabilitation goals and their mo...

Chiropractic & Manual Therapies 2026-04-23 rs-9346912
Health Status Patient Adherence Mobile Applications Healthcare Costs Patient Retention Digital Health Remote Therapeutic Monitoring (RTM) Chiropractic Behavioral Science

Surendiran Muthukumar, Deepalakshmi Kumar, Ranjit Panigrahi, Paolo Barsocchi, Akash Kumar Bhoi

Data heterogeneity remains one of the most significant challenges in federated learning (FL), impacting model performance, convergence, and scalability. This issue is especially critical in healthcare...

Journal of Big Data 2026-04-22 rs-8191856
Federated Learning Data Heterogeneity Clustering Personalized Models Healthcare Informatics Non-IID Data Privacy Preservation

Andrea Leinberger-Jabari, Basema Saddik, Scott E. Sherman, Nicola Lindson, Jamie Hartmann-Boyce, Rachna Begh

Background: Smoking rates are comparatively high in Arab populations. This study sought to gather the perspectives of health care providers (HCPs) and people of Arab origin who smoke to better underst...

BMC Public Health 2026-04-22 rs-9113868
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