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Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach

Ajan Subramanian, Rui Cao, Emad Kasaeyan Naeini, Seyed Amir Hossein Aqajari, Thomas D Hughes, Michael-David Calderon, Kai Zheng, Nikil Dutt, Pasi Liljeberg, Sanna Salanterä, Ariana M Nelson, Amir M Rahmani

JMIR Form Res 2025;9:e67969

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Developing a Semantically Based Query Recommendation for an Electronic Medical Record Search Engine: Query Log Analysis and Design Implications

Danny T Y Wu, David Hanauer, Paul Murdock, V G Vinod Vydiswaran, Qiaozhu Mei, Kai Zheng

JMIR Form Res 2023;7:e45376

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Representation Learning and Spectral Clustering for the Development and External Validation of Dynamic Sepsis Phenotypes: Observational Cohort Study

Aaron Boussina, Gabriel Wardi, Supreeth Prajwal Shashikumar, Atul Malhotra, Kai Zheng, Shamim Nemati

J Med Internet Res 2023;25:e45614

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Facilitators of and Barriers to Integrating Digital Mental Health Into County Mental Health Services: Qualitative Interview Analyses

Xin Zhao, Nicole A Stadnick, Eduardo Ceballos-Corro, Jorge Castro Jr, Kera Mallard-Swanson, Kristina J Palomares, Elizabeth Eikey, Margaret Schneider, Kai Zheng, Dana B Mukamel, Stephen M Schueller, Dara H Sorkin

JMIR Form Res 2023;7:e45718

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Enhancing the Cardiovascular Safety of Hemodialysis Care Using Multimodal Provider Education and Patient Activation Interventions: Protocol for a Cluster Randomized Controlled Trial

Tiffany Christine Veinot, Brenda Gillespie, Marissa Argentina, Jennifer Bragg-Gresham, Dinesh Chatoth, Kelli Collins Damron, Michael Heung, Sarah Krein, Rebecca Wingard, Kai Zheng, Rajiv Saran

JMIR Res Protoc 2023;12:e46187

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Understanding the Role of Support in Digital Mental Health Programs With Older Adults: Users’ Perspective and Mixed Methods Study

Judith Borghouts, Elizabeth V Eikey, Cinthia De Leon, Stephen M Schueller, Margaret Schneider, Nicole A Stadnick, Kai Zheng, Lorraine Wilson, Damaris Caro, Dana B Mukamel, Dara H Sorkin

JMIR Form Res 2022;6(12):e43192

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Digital Tools Designed to Obtain the History of Present Illness From Patients: Scoping Review

Carl T Berdahl, Andrew J Henreid, Joshua M Pevnick, Kai Zheng, Teryl K Nuckols

J Med Internet Res 2022;24(11):e36074

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Understanding Mental Health App Use Among Community College Students: Web-Based Survey Study

Judith Borghouts, Elizabeth V Eikey, Gloria Mark, Cinthia De Leon, Stephen M Schueller, Margaret Schneider, Nicole Stadnick, Kai Zheng, Dana B Mukamel, Dara H Sorkin

J Med Internet Res 2021;23(9):e27745

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Usability Evaluation of a Tablet-Based Intervention to Prevent Intradialytic Hypotension in Dialysis Patients During In-Clinic Dialysis: Mixed Methods Study

Matthew A Willis, Leah Brand Hein, Zhaoxian Hu, Rajiv Saran, Marissa Argentina, Jennifer Bragg-Gresham, Sarah L Krein, Brenda Gillespie, Kai Zheng, Tiffany C Veinot

JMIR Hum Factors 2021;8(2):e26012

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Pain Recognition With Electrocardiographic Features in Postoperative Patients: Method Validation Study

Emad Kasaeyan Naeini, Ajan Subramanian, Michael-David Calderon, Kai Zheng, Nikil Dutt, Pasi Liljeberg, Sanna Salantera, Ariana M Nelson, Amir M Rahmani

J Med Internet Res 2021;23(5):e25079

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