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Sunil Kumar Ravi

nference, Inc.

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Functional-vs-Cognitive Decline Heterogeneity in Alzheimer’s Disease Revealed by LLM-Curation of Decades of Clinical Notes has Implications for Semaglutide Trial Design

Number of pages: 46 Posted: 28 May 2026
Karthik Murugadoss, AJ Venkatakrishnan, Gowtham Kumar Varma, Sunil Kumar Ravi, Gourab Saha and Venky Soundararajan
nference, nference, Inc., nference, Inc., nference, Inc., nference, Inc. and nference, Inc.
Downloads 56 (1,399,036)

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Alzheimer's disease, semaglutide, large language models, electronic health records, trajectory heterogeneity

2.

A Pragmatic Trial Evaluating the Impact of the Anumana Clinical Decision Support Tool for Guideline-Directed Management of Heart Failure (Act-Hf): Clinical Trial Design and Methods

Number of pages: 18 Posted: 05 Jun 2025
Francisco Lopez-Jimenez, Heather Alger, Sarah Hackett, Vinay Gundurao, Ketan Mehta, Prerak Jain, Praveen Kumar-M, Chinmay Padhye, Arjun Puranik, Kitzner Vassor, Sunil Kumar Ravi, Barbara Barry, Ranee Chatterjee, Chen Chow, Rowena J. Dolor, Stephen Greene, Grace Lin, David Rushlow, Mark Stampehl, Xuan Zhu and Samir Awasthi
Mayo Clinic, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, nference, Inc., affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, nference, Inc., Mayo Clinic, Duke University - Department of Medicine, affiliation not provided to SSRN, Duke University, affiliation not provided to SSRN, affiliation not provided to SSRN, Mayo Clinic, affiliation not provided to SSRN, Mayo Clinic and affiliation not provided to SSRN
Downloads 32 (1,304,549)

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Heart Failure, Guideline Directed Medical Therapy, Clinical Decision Support, Natural Language Processing, Artificial Intelligence, electronic health record