Stroke

Predicting Risk of Stroke From Lab Tests Using Machine Learning Algorithms: Development and Evaluation of Prediction Models

Eman M Alanazi, Aalaa Abdou, Jake Luo

JMIR Form Res 2021 (Dec 02); 5(12):e23440

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Long-term Effectiveness and Adoption of a Cellphone Augmented Reality System on Patients with Stroke: Randomized Controlled Trial

Chong Li, Xinyu Song, Shugeng Chen, Chuankai Wang, Jieying He, Yongli Zhang, Shuo Xu, Zhijie Yan, Jie Jia, Peter Shull

JMIR Serious Games 2021 (Nov 23); 9(4):e30184

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Impact of Virtual Reality-Based Therapies on Cognition and Mental Health of Stroke Patients: Systematic Review and Meta-analysis

Qi Zhang, Yu Fu, Yanhui Lu, Yating Zhang, Qifang Huang, Yajie Yang, Ke Zhang, Mingzi Li

J Med Internet Res 2021 (Nov 17); 23(11):e31007

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Accurate Prediction of Stroke for Hypertensive Patients Based on Medical Big Data and Machine Learning Algorithms: Retrospective Study

Yujie Yang, Jing Zheng, Zhenzhen Du, Ye Li, Yunpeng Cai

JMIR Med Inform 2021 (Nov 10); 9(11):e30277

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Toward Personalized Web-Based Cognitive Rehabilitation for Patients With Ischemic Stroke: Elo Rating Approach

Alejandro Garcia-Rudolph, Eloy Opisso, Jose M Tormos, Vince Istvan Madai, Dietmar Frey, Helard Becerra, John D Kelleher, Montserrat Bernabeu Guitart, Jaume López

JMIR Med Inform 2021 (Nov 10); 9(11):e28090

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Using Artificial Intelligence With Natural Language Processing to Combine Electronic Health Record’s Structured and Free Text Data to Identify Nonvalvular Atrial Fibrillation to Decrease Strokes and Death: Evaluation and Case-Control Study

Peter L Elkin, Sarah Mullin, Jack Mardekian, Christopher Crowner, Sylvester Sakilay, Shyamashree Sinha, Gary Brady, Marcia Wright, Kimberly Nolen, JoAnn Trainer, Ross Koppel, Daniel Schlegel, Sashank Kaushik, Jane Zhao, Buer Song, Edwin Anand

J Med Internet Res 2021 (Nov 09); 23(11):e28946

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Stroke Outcome Measurements From Electronic Medical Records: Cross-sectional Study on the Effectiveness of Neural and Nonneural Classifiers

Bruna Stella Zanotto, Ana Paula Beck da Silva Etges, Avner dal Bosco, Eduardo Gabriel Cortes, Renata Ruschel, Ana Claudia De Souza, Claudio M V Andrade, Felipe Viegas, Sergio Canuto, Washington Luiz, Sheila Ouriques Martins, Renata Vieira, Carisi Polanczyk, Marcos André Gonçalves

JMIR Med Inform 2021 (Nov 01); 9(11):e29120

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Effects of Telerehabilitation on Patient Adherence to a Rehabilitation Plan: Protocol for a Mixed Methods Trial

Isabelle Gaboury, Michel Tousignant, Hélène Corriveau, Matthew Menear, Guylaine Le Dorze, Christian Rochefort, Brigitte Vachon, Annie Rochette, Sylvie Gosselin, François Michaud, Jessica Bollen, Sarah Dean

JMIR Res Protoc 2021 (Oct 28); 10(10):e32134

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General Practice and Digital Methods to Recruit Stroke Survivors to a Clinical Mobility Study: Comparative Analysis

Katja Reuter, Chang Liu, NamQuyen Le, Praveen Angyan, James M Finley

J Med Internet Res 2021 (Oct 13); 23(10):e28923

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Common Data Elements for Meaningful Stroke Documentation in Routine Care and Clinical Research: Retrospective Data Analysis

Sarah Berenspöhler, Jens Minnerup, Martin Dugas, Julian Varghese

JMIR Med Inform 2021 (Oct 12); 9(10):e27396

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Serious Game Design and Clinical Improvement in Physical Rehabilitation: Systematic Review

Catarina Vieira, Carla Ferreira da Silva Pais-Vieira, João Novais, André Perrotta

JMIR Serious Games 2021 (Sep 23); 9(3):e20066

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A Personalized Home-Based Rehabilitation Program Using Exergames Combined With a Telerehabilitation App in a Chronic Stroke Survivor: Mixed Methods Case Study

Dorra Rakia Allegue, Dahlia Kairy, Johanne Higgins, Philippe S Archambault, Francois Michaud, William C Miller, Shane N Sweet, Michel Tousignant

JMIR Serious Games 2021 (Aug 31); 9(3):e26153

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Using a Smartphone Application for the Accurate and Rapid Diagnosis of Acute Anterior Intracranial Arterial Occlusion: Usability Study

Teppei Komatsu, Kenichiro Sakai, Yasuyuki Iguchi, Hiroyuki Takao, Toshihiro Ishibashi, Yuichi Murayama

J Med Internet Res 2021 (Aug 27); 23(8):e28192

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Leveraging Multimedia Patient Engagement to Address Minority Cerebrovascular Health Needs: Prospective Observational Study

Elizabeth Anne Noser, Jing Zhang, Mohammad Hossein Rahbar, Anjail Zarinah Sharrief, Andrew David Barreto, Sandi Shaw, James Charles Grotta, Sean Isaac Savitz, Nneka Lotea Ifejika

J Med Internet Res 2021 (Aug 13); 23(8):e28748

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A Patient Decision Aid for Anticoagulation Therapy in Patients With Nonvalvular Atrial Fibrillation: Development and Pilot Study

Kim Paul de Castro, Harold Henrison Chiu, Ronna Cheska De Leon-Yao, Lorraine Almelor-Sembrana, Antonio Miguel Dans

JMIR Cardio 2021 (Aug 12); 5(2):e23464

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Usage Patterns of Web-Based Stroke Calculators in Clinical Decision Support: Retrospective Analysis

Benjamin Kummer, Lubaina Shakir, Rachel Kwon, Joseph Habboushe, Nathalie Jetté

JMIR Med Inform 2021 (Aug 02); 9(8):e28266

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Patient Representation From Structured Electronic Medical Records Based on Embedding Technique: Development and Validation Study

Yanqun Huang, Ni Wang, Zhiqiang Zhang, Honglei Liu, Xiaolu Fei, Lan Wei, Hui Chen

JMIR Med Inform 2021 (Jul 23); 9(7):e19905

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Descriptive Review of Online Information Resources for People With Stroke: Protocol for a Scoping Review

Gakeemah Inglis-Jassiem, Karen Grimmer, Thandi Conradie, Quinette Louw

JMIR Res Protoc 2021 (Jul 13); 10(7):e23174

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Development of a Search Task Using Immersive Virtual Reality: Proof-of-Concept Study

Samuel Elia Johannes Knobel, Brigitte Charlotte Kaufmann, Stephan Moreno Gerber, Prabitha Urwyler, Dario Cazzoli, René M Müri, Tobias Nef, Thomas Nyffeler

JMIR Serious Games 2021 (Jul 02); 9(3):e29182

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Implementation and Effects of an Information Technology–Based Intervention to Support Speech and Language Therapy Among Stroke Patients With Aphasia: Protocol for a Virtual Randomized Controlled Trial

Esther S Kim, Laura Laird, Carlee Wilson, Till Bieg, Philip Mildner, Sebastian Möller, Raimund Schatz, Stephanie Schwarz, Robert Spang, Jan-Niklas Voigt-Antons, Elizabeth Rochon

JMIR Res Protoc 2021 (Jul 02); 10(7):e30621

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