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Amar Gupta

Massachusetts Institute of Technology · US
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Area of research
Management Information Systems · Artificial Intelligence
Research interest
Research focused on Automatic summarization and Clinical decision support system, with related work in Bayesian probability, Artificial intelligence, Decision support system. Notable publications include 'Application of Bayesian networks to generate synthetic health data', 'EntailSum: An Entailment-Based Approach to Aspect-Based Text Summarization with Automated Aspect Adaptation', and 'Integrating Large Language Models into Clinical Decision Support Systems: A Novel Approach to UTI Diagnosis and Treatment'.
h-index
citations
101
works
3
NIH funding
primary concept
email

Recent publications

Integrating Large Language Models into Clinical Decision Support Systems: A Novel Approach to UTI Diagnosis and Treatment
Telehealth and Medicine Today 2025cited by 1position: lastdoi
EntailSum: An Entailment-Based Approach to Aspect-Based Text Summarization with Automated Aspect Adaptation
International Journal of Pattern Recognition and Artificial Intelligence 2022cited by 4position: lastdoi
Application of Bayesian networks to generate synthetic health data
Journal of the American Medical Informatics Association 2020cited by 96position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Jin Liu · Xinjiang University1 papers (2020–2020)Ye Zhu · IIT@MIT1 papers (2022–2022) · 1 papers (2020–2020) · 1 papers (2025–2025) · 1 papers (2025–2025) · 1 papers (2025–2025) · 1 papers (2025–2025)Dhamanpreet Kaur · Massachusetts Institute of Technology1 papers (2020–2020) · 1 papers (2022–2022)Matthew Sobiesk · Massachusetts Institute of Technology1 papers (2020–2020) · 1 papers (2022–2022) · 1 papers (2022–2022) · 1 papers (2020–2020) · 1 papers (2020–2020)Patrick Wang · University of Pennsylvania1 papers (2022–2022)Hiren Pokharna · University of Tennessee at Knoxville1 papers (2025–2025)Manoj Jain · Emory University1 papers (2025–2025)
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