Stroke

Machine Learning for Predicting Stroke Risk Stratification Using Multiomics Data: Systematic Review

Hae Young Yoo, Hyerim Shin, Eun-Jung Kim, Youn-Jung Son

J Med Internet Res 2026 (Feb 19); 28:e85654

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Exploring the Influence of Digitalization on Multidisciplinary Poststroke Rehabilitation Practice: Qualitative Study

Ann Marie Hestetun-Mandrup, Charlotta Hamre, Anne Lund, Anne Catrine Trægde Martinsen, Hong-Gu He, Minna Pikkarainen

JMIR Rehabil Assist Technol 2026 (Feb 17); 13:e77753

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Hand and Arm Bimanual Intensive Therapy Including Lower Extremities (HABIT-ILE@home) for Adults With Chronic Stroke: Protocol for a Randomized Controlled Trial

Merlin Somville, Zélie Rosselli, Edouard Ducoffre, Carlyne Arnould, Yannick Bleyenheuft, Geoffroy Saussez

JMIR Res Protoc 2026 (Feb 10); 15:e87035

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Diagnostic Performance of Deep Learning and Radiomics in Extracranial Carotid Plaque Detection: Systematic Review and Meta-Analysis

Lingjie Ju, Yongsheng Guo, Haiyong Guo, Ruijuan Liu, Yiyang Wang, Siyu Wang, Na Ma, Junhong Ren

J Med Internet Res 2026 (Jan 22); 28:e77092

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Quantifying Innovation in Stroke: Large Language Model Bibliometric Analysis

Adam Marcus, Georgina Lockwood-Taylor, Daniel Rueckert, Paul Bentley

J Med Internet Res 2026 (Jan 20); 28:e70754

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Challenges and Benefits of Virtual Reality in Home-Based Poststroke Rehabilitation: Co-Design Qualitative Study

Trust Saidi, Ann Marie Hestetun-Mandrup, Nenad Pavel, Ingvild Kristina Hurum Rosseland, Kathinka Granum Selmer-Olsen, Nora Synnøve Mørk, Åse Bergheim, Minna Annika Pikkarainen

JMIR Hum Factors 2026 (Jan 15); 13:e78798

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Cognitive Recovery After Poststroke Delirium (RECOVER): Protocol for a Longitudinal Multimodal Study on Cognitive Assessment in Patients With Stroke

Lena S Geiger, Sebastian Klütz, Christian Mychajliw, Christoph Gäbele, Andreas Jooß, Constanze Single, Katharina Feil, Ulf Ziemann, Annerose Mengel

JMIR Res Protoc 2026 (Jan 12); 15:e77508

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Deep Learning for Dynamic Prognostic Prediction in Minimally Invasive Surgery for Intracerebral Hemorrhage: Model Development and Validation Study

Jingxuan Wang, Jian Shi, Qing Ye, Danyang Chen, Yuhao Sun, Chao Pan, Yingxin Tang, Ping Zhang, Zhouping Tang

JMIR Med Inform 2026 (Jan 07); 14:e86327

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Cardio-Cerebral Protective Effect of Moxibustion on Phlegm-Dampness Type Hypertension: Protocol for a Randomized Controlled Trial

Ling Cheng, Ning Bai, Liang Zheng, Lulu Cao, Huangan Wu, Ruiping Wang, Chen Zhao, Yunli Shen, Haiyin Zhao, Gang Li, Bing Yang, Qinghui Yang, Yan Xing, Jianhong Cao, Yixing Wang, Ling Xu, Junjie Yan, Jie Cao, Yiyang Guo

JMIR Res Protoc 2025 (Dec 29); 14:e79158

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Self-Reported Acceptance of a Wearable Activity Monitor in Persons With Stroke: Usability Study

Jamie Nam, Grace C Bellinger, Junyao Li, Margaret A French, Ryan T Roemmich

JMIR Cardio 2025 (Dec 23); 9:e70007

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Stroke Prevalence and Risk Factors in Rural Communities Within a Resource-Constrained South Asian Setting: Population-Based Study of 1.3 Million Individuals

Farhana Sarker, Rony Chowdhury Ripan, Moinul H Chowdhury, AKM Nazmul Islam, Mashiar Rahman, Shariful Islam, Shumit Saha, Khondaker A Mamun

JMIR Public Health Surveill 2025 (Dec 19); 11:e46122

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Identification of Design Requirements for a Software Application for Use by Clinicians That Collects Acute Stroke Treatment Data During Clinical Workflow: Pilot Study

Adam Forward, Gizem Koca, Aymane Sahli, Noreen Kamal

JMIR Form Res 2025 (Dec 19); 9:e64800

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Virtual, Augmented, and Mixed Reality for Motor Neurorehabilitation: Scoping Review Focused on the Role of Body Representation

Massimo Magrini, Olivia Curzio, Cristina Dolciotti, Gabriele Donzelli, Maria Cristina Imiotti, Fabrizio Minichilli, Davide Moroni, Paolo Bongioanni

JMIR XR Spatial Comput 2025 (Dec 17); 2:e63487

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Development and Validation of a Web-Based Machine Learning Model for Predicting Early Neurological Deterioration Following Stroke Thrombolysis: Multicenter Study

Juan Li, Huanxian Chang, Shouyun Du, Chunyang Zhang, Han Zhang, Luming Li, Lingsheng Kong, Guodong Li, Tingting Liang, Ronghong Yang, Bingchao Xu, Xinyu Zhou, Guanghui Zhang, Yongan Sun, Xiaobing He, Bei Xu, Zaipo Li, Yanan He, Mingli He

J Med Internet Res 2025 (Dec 10); 27:e77858

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Physical Activity Interventions for Patients With Poststroke Fatigue: Protocol for a Scoping Review

Dongling Chen, Lili Liang, Lei Ji, Xiao-Juan Guo

JMIR Res Protoc 2025 (Dec 03); 14:e80703

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The Potential for Smart Glasses to Transform Facial Palsy Therapy Globally: UK Budget Analysis, Delphi Outcomes Valuation Exercise, and Economic Modeling of Cost-Effectiveness

Amir J Khan, Hema Mistry, Catriona Neville, Helen Martin, Nikki Holliday, Samuel W Oxford, Charles Nduka, Ala Szczepura

J Med Internet Res 2025 (Nov 27); 27:e67851

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The Effectiveness of Nurse-Led Telecare Consultations Among Patients Who Have Experienced a Stroke: Systematic Review and Meta-Analysis

Arkers Kwan Ching Wong, Shi Yi Zhou, Xingjuan Tao, Nok Yi Tsui, Vivian Wai Yan Kwok, Robbie Mian Wang, Jonathan Bayuo

J Med Internet Res 2025 (Nov 27); 27:e74149

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Evaluating the Effectiveness of Immersive Virtual Reality Rehabilitation Games With Enhanced Visual Training for Hand Motor Function Improvement Using Electromyography: Randomized Controlled Trial

Faisal Amin, Asim Waris, Muhammad Jawad Khan, Muhammad Adeel Ijaz, Hammad Nazeer, Syed Omer Gilani, Fawwaz Hazzazi, Umer Hameed Shah

JMIR Serious Games 2025 (Nov 25); 13:e74314

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Registry of Stroke in Korean Medicine Hospital (RoS-KoMH): Protocol for a Prospective, Multicenter, Observational Study

Han-Gyul Lee, Woo-Sang Jung, Seungwon Kwon, Sangkwan Lee, Cheol-Hyun Kim, Dong-jun Choi, In Lee, Sang-Kwan Moon

JMIR Res Protoc 2025 (Nov 25); 14:e67850

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Interpretable Machine Learning Models for Analyzing Determinants Affecting the Use of mHealth Apps Among Family Caregivers of Patients With Stroke in Chinese Communities: Cross-Sectional Survey Study

Yun Du, Jun-Ying Fan, Guang-Zhi Liu, Zi-Yue Yang, Yang Lei, Yu-Fang Guo

JMIR Mhealth Uhealth 2025 (Nov 24); 13:e73903

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