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Developing a Machine Learning–Based Automated Patient Engagement Estimator for Telehealth: Algorithm Development and Validation Study

Pooja Guhan, Naman Awasthi, Kathryn McDonald, Kristin Bussell, Gloria Reeves, Dinesh Manocha, Aniket Bera

JMIR Form Res 2025;9:e46390

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Using COVID-19 Vaccine Attitudes on Twitter to Improve Vaccine Uptake Forecast Models in the United States: Infodemiology Study of Tweets

Nekabari Sigalo, Naman Awasthi, Saad Mohammad Abrar, Vanessa Frias-Martinez

JMIR Infodemiology 2023;3:e43703

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Predicting Emerging Themes in Rapidly Expanding COVID-19 Literature With Unsupervised Word Embeddings and Machine Learning: Evidence-Based Study

Ridam Pal, Harshita Chopra, Raghav Awasthi, Harsh Bandhey, Aditya Nagori, Tavpritesh Sethi

J Med Internet Res 2022;24(11):e34067

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Improving the Prediction of Persistent High Health Care Utilizers: Retrospective Analysis Using Ensemble Methodology

Stephanie N Howson, Michael J McShea, Raghav Ramachandran, Howard S Burkom, Hsien-Yen Chang, Jonathan P Weiner, Hadi Kharrazi

JMIR Med Inform 2022;10(3):e33212

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Assessing the Value of Unsupervised Clustering in Predicting Persistent High Health Care Utilizers: Retrospective Analysis of Insurance Claims Data

Raghav Ramachandran, Michael J McShea, Stephanie N Howson, Howard S Burkom, Hsien-Yen Chang, Jonathan P Weiner, Hadi Kharrazi

JMIR Med Inform 2021;9(11):e31442

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A Digital Coaching Intervention for Cancer Survivors With Job Loss: Retrospective Study

Jonathon Lo, Kieran Ballurkar, Simonie Fox, Kate Tynan, Nghiep Luu, Michael Boyer, Raghav Murali-Ganesh

JMIR Cancer 2021;7(4):e31966

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Reduction of Time on the Ground Related to Real-Time Video Detection of Falls in Memory Care Facilities: Observational Study

Eleonore Bayen, Shirley Nickels, Glen Xiong, Julien Jacquemot, Raghav Subramaniam, Pulkit Agrawal, Raheema Hemraj, Alexandre Bayen, Bruce L Miller, George Netscher

J Med Internet Res 2021;23(6):e17551

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Learning the Mental Health Impact of COVID-19 in the United States With Explainable Artificial Intelligence: Observational Study

Indra Prakash Jha, Raghav Awasthi, Ajit Kumar, Vibhor Kumar, Tavpritesh Sethi

JMIR Ment Health 2021;8(4):e25097

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Analytic Fusion for Essential Indicators of the Opioid Epidemic

Howard Burkom, Joseph Downs, Raghav Ramachandran, Wayne Loschen, Laurel Boyd, Matthew Laidler, Joshua Van Otterloo

Online J Public Health Inform 2019;11(1):e62547

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