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JMIR Medical Informatics|March 9, 2026
Harmonizing Logical Observation Identifiers Names and Codes (LOINC) Codes and Units in Real-World Oncology Data: Method Development and EvaluationParvati Naliyatthaliyazchayil, Travis StenersonJournal of Medical Internet Research|July 30, 2025
Evaluating the Reasoning Capabilities of Large Language Models for Medical Coding and Hospital Readmission Risk Stratification: Zero-Shot Prompting ApproachParvati Naliyatthaliyazchayil, Raajitha Muthyala, Judy Wawira Gichoya, et al.Journal of the American Heart Association|May 14, 2026
Model Analysis of the American Heart Association's Life's Essential 8: Can Physical Activity Mitigate Cardiovascular Risk Among Low-Income Individuals?Donya Nemati, Parvati Naliyatthaliyazchayil, Louis Bherer, et al.Journal of the American Medical Informatics Association : JAMIA|February 11, 2026
Automated Logical Observation Identifiers Names and Codes mapping with biomedical natural language processing models: enabling scalable health information exchange via the Open Concept LabParvati Naliyatthaliyazchayil, Venkat Ramana Sangam, Joseph Amlung, et al.Pageof 1