Pragya Sharma

Pragya Sharma

PhD, School of Electrical and Computer Engineering, Cornell University, Prof. Edwin Kan Group

Publications

  • P. Sharma, A. Sawant, A. Vaid, G. N. Nadkarni, B. S. Glicksberg, S. Duong, “Deep Learning–Based Detection of Left Ventricular Diastolic Dysfunction in Pediatric Echocardiography,” 2026. (Submitted)

  • P. Sharma* , J. Maslinski*, R. Reinhart, S. Krishna, F. Richter, B. S. Glicksberg, “Impact of Quality Improvement on Evaluation of Artificial Intelligence Model for Neonatal Respiratory Outcomes,” 2026. (Submitted)

  • J. Maslinski, V. Sorin, M. Zweig, P. Sharma, M. Danieletto, S. Gangadharan, A. Sakhuja, A. Sawant, E. Klang, M. C. Schut, J. D. Collins, B. S. Glicksberg, “Generative Artificial Intelligence in Digital Health: A 2025 Narrative Review of Clinical Applications and Evaluation Trends,” 2026. (Submitted)

  • P. Sharma, M. Danieletto, J. K. Whang, K. Landell, D. Helmus, B. E. Sands, M. Suarez-Farinas, P. S. Gulko, R. P. Hirten, “Deep Learning Algorithms Using Wearable Device Data Predict Rheumatoid Arthritis Flares,” 2026. (Submitted)

  • H. Zheng, P. Sharma, M. Johnson, M. Danieletto, E. Alleva, A. W. Charney, G. N. Nadkarni, C. Sarabu, B. M. Eskofier, Y. Ahuja, F. Richter, E. Klang, S. Gangadharan, F. Richter, E. Holmes, B. S. Glicksberg, “Integration of Artificial Intelligence and Wearable Devices in Pediatric Clinical Care: A Review,” in Bioengineering, 2025. Link

  • P. Sharma, M. Danieletto, J. K. Whang, K. Landell, D. Helmus, B. E. Sands, M. Suarez-Farinas, P. S. Gulko, R. P. Hirten, “Wearable devices detect physiological changes that precede and are associated with symptomatic and inflammatory rheumatoid arthritis flares,” in Scientific Reports, 2025. Link

  • Z. Zhang, J. Zhou, T. B. Conroy, X. Hui, P. Sharma, G. Xu, K. Gangwar, U. Delay, A. Kapoor, E. C Kan, “Near-Field Radio Sensing for Biomedical, Biological, and Cyberphysical Intelligence,” in IEEE Sensors Letters, 2024. Link

  • T. B. Conroy, X. Hui, P. Sharma, E. C. Kan, “Heart id: Biometric identification using wearable mimo rf heart sensors,” in IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 2022. Link

  • P. Sharma, A. Jalali, M. Majmudar, K. S. Rajput, N. Selvaraj, “Deep-Learning based Sleep Apnea Detection using SpO2 and Pulse Rate,” at IEEE Engineering in Medicine and Biology Society Conference (EMBC), Glasgow, Scotland, 2022. Link

  • P. Sharma, Z. Zhang, T. B. Conroy, X. Hui, E. C. Kan, “Attention Detection by Heartbeat and Respiratory Features from Radio-Frequency Sensor,” in Sensors, 2022. Link

  • T. B. Conroy, X. Hui, P. Sharma, E. C. Kan, “Heart ID: Biometric Identification Using Wearable MIMO RF Heart Sensors,” in IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 2022. Link

  • Z. Zhang, P. Sharma, T. B. Conroy, V. Phongtankuel, E. C. Kan, “Objective Scoring of Physiologically Induced Dyspnea by Non-invasive RF Sensors,” in IEEE Transactions on Biomedical Engineering, 2021. Link

  • X. Hui, J. Zhou, P. Sharma, T. B. Conroy, Z. Zhang, E. C. Kan, “Wearable RF Near-Field Cough Monitoring by Frequency-Time Deep Learning,” in IEEE Transactions on Biomedical Circuits and Systems, 2021. Link

  • P. Sharma, X. Hui, J. Zhou, T. B. Conroy, E. C. Kan, “Wearable Radio Frequency Sensor for Respiratory Rate, Respiratory Volume and Heart Rate Monitoring,” in Nature Partner Journal (npj) Digital Medicine, 2020. Link

  • P. Sharma, G. Xu, X. Hui, D. L. Hysell, E. C. Kan, “Deep-Learning Based Occupant Counting by Ambient RF Sensing,” in IEEE Sensors Journal, 2020. Link

  • G. Xu, P. Sharma, D. L. Hysell, E. C. Kan, “Indoor Object Sensing Using Radio-Frequency Identification With Inverse Methods,” in IEEE Sensors Journal, 2021. Link

  • G. Xu, P. Sharma, and E. C. Kan, “Indoor Object Sensing Using Radio-Frequency Identification with Inverse Solutions,” at IEEE Sensors Conference, October 2020. Link

  • J. Zhou, P. Sharma, X. Hui, E. C. Kan, “A Wireless Wearable RF Sensor for Brumation Study of Chelonians,” in IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 2020. Link

  • Z. Zhang, P. Sharma, J. Zhou, X. Hui, E. C. Kan, “Furniture-Integrated Respiration Sensors by Notched Transmission Lines,” in IEEE Sensors Journal, 2020. Link

  • P. Sharma, X. Hui, E. C. Kan, “A Wearable RF Sensor for Monitoring Respiratory Patterns,” at IEEE Engineering in Medicine and Biology Society Conference (EMBC), Berlin, Germany, July 2019. Link

  • D. L. Hysell, P. Sharma, M. Urco and M. A. Milla, “Aperture-Synthesis Radar Imaging With Compressive Sensing for Ionospheric Research,” in Radio Science, 2019. Link

  • X. Hui, P. Sharma and E. C. Kan, “Microwave Stethoscope for Heart Sound by Near-Field Coherent Sensing,” at IEEE MTT-S International Microwave Symposium (IMS), Boston, MA, June 2019. Link

  • P. Sharma and E. C. Kan, “Sleep Scoring With a UHF RFID Tag by Near Field Coherent Sensing,” at IEEE MTT-S International Microwave Symposium (IMS), Philadelphia, PA, June 2018. Link

* Equal contribution