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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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Patient Health Record Protection Beyond the Health Insurance Portability and Accountability Act: Mixed Methods Study

Hemang Subramanian, Arijit Sengupta, Yilin Xu

J Med Internet Res 2024;26:e59674

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A Clinician and Electronic Health Record Wearable Device Intervention to Increase Physical Activity in Patients With Obesity: Formative Qualitative Study

Varun Ayyaswami, Jeevarathna Subramanian, Jenna Nickerson, Stephen Erban, Nina Rosano, David D McManus, Ben S Gerber, Jamie M Faro

JMIR Form Res 2024;8:e56962

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A Machine Learning Model for Risk Stratification of Postdiagnosis Diabetic Ketoacidosis Hospitalization in Pediatric Type 1 Diabetes: Retrospective Study

Devika Subramanian, Rona Sonabend, Ila Singh

JMIR Diabetes 2024;9:e53338

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A Health Information Technology Protocol to Enhance Colorectal Cancer Screening

Adam Baus, Dannell D Boatman, Andrea Calkins, Cecil Pollard, Mary Ellen Conn, Sujha Subramanian, Stephenie Kennedy-Rea

JMIR Form Res 2024;8:e55202

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A Decentralized Marketplace for Patient-Generated Health Data: Design Science Approach

Hemang Subramanian

J Med Internet Res 2023;25:e42743

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The Pragmatic Return to Effective Dental Infection Control Through Triage and Testing (PREDICT) Study: Protocol for a Prospective Clinical Study in the National Dental Practice–Based Research Network

Janine Fredericks-Younger, Daniel H Fine, Gayathri Subramanian, Modupe O Coker, Cyril Meyerowitz, Patricia Ragusa, Veerasathpurush Allareddy, Mary Ann McBurnie, Ellen Funkhouser, Maria Laura Gennaro, Cecile A Feldman

JMIR Res Protoc 2022;11(8):e38386

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Improving Diagnosis Through Digital Pathology: Proof-of-Concept Implementation Using Smart Contracts and Decentralized File Storage

Hemang Subramanian, Susmitha Subramanian

J Med Internet Res 2022;24(3):e34207

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User Control of Personal mHealth Data Using a Mobile Blockchain App: Design Science Perspective

Arijit Sengupta, Hemang Subramanian

JMIR Mhealth Uhealth 2022;10(1):e32104

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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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