Monica Agrawal
Massachusetts Institute of Technology
H-index: 12
North America-United States
Top articles of Monica Agrawal
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium
2023/5
Stefan Hegselmann
H-Index: 4
Helen Zhou
H-Index: 2
Yuyin Zhou
H-Index: 16
Sujay Nagaraj
H-Index: 4
Michael Oberst
H-Index: 2
Wisdom Ikezogwo
H-Index: 1
Monica Agrawal
H-Index: 5
Changye Li
H-Index: 0
Peniel Argaw
H-Index: 0
Arpita Biswas
H-Index: 8
Mehak Gupta
H-Index: 1
Yuhui Zhang
H-Index: 5
Christian Garbin
H-Index: 5
Elizabeth Healey
H-Index: 1
Heejong Kim
H-Index: 2
Roxana Daneshjou
H-Index: 12
Siyu Shi
H-Index: 13
Edwin Fong
H-Index: 2
Aakanksha Naik
H-Index: 4
Ben Lengerich
H-Index: 7
Ying Xu
H-Index: 35
Jonathan Bidwell
H-Index: 8
Nathaniel Hendrix
H-Index: 5
Dimitris Spathis
H-Index: 7
Shalmali Joshi
H-Index: 7
A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models
arXiv preprint arXiv:2402.15422
2024/2/23
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study
arXiv preprint arXiv:2401.09637
2024/1/17
Clinical Documentation System
2023/3/9
Towards Scalable Structured Data from Clinical Text
2023
Monica Agrawal
H-Index: 5
Use large language models to promote equity
arXiv preprint arXiv:2312.14804
2023/12/22
Conceptualizing machine learning for dynamic information retrieval of electronic health record notes
2023/12/22
Monica Agrawal
H-Index: 5
David Sontag
H-Index: 38
TabLLM: few-shot classification of tabular data with large language models
2023/4/11
Large language models are few-shot clinical information extractors
2022/5/25
Monica Agrawal
H-Index: 5
Stefan Hegselmann
H-Index: 4
Hunter Lang
H-Index: 4
Yoon Kim
H-Index: 11
David Sontag
H-Index: 38
Machine Learning for Health symposium 2022--Extended Abstract track
arXiv preprint arXiv:2211.15564
2022/11/28
Machine Learning for Health (ML4H) 2022
2022/11/22
Antonio Parziale
H-Index: 8
Monica Agrawal
H-Index: 5
Shengpu Tang
H-Index: 4
Adarsh Subbaswamy
H-Index: 6
Stefan Hegselmann
H-Index: 4
Helen Zhou
H-Index: 2
Elena Sizikova
H-Index: 7
Yuyin Zhou
H-Index: 16
Haoran Zhang
H-Index: 17
Andrea Hobby
H-Index: 1
Ahmed Alaa
H-Index: 0
Harvineet Singh
H-Index: 5
Shalmali Joshi
H-Index: 7
Co-training improves prompt-based learning for large language models
2022/6/28
Leveraging Time Irreversibility with Order-Contrastive Pre-training
2022/5/3
Directing Human Attention in Event Localization for Clinical Timeline Creation
2021/10/21
MedKnowts: Unified Documentation and Information Retrieval for Electronic Health Records
2021/10/10
Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative
2021/5/6
Automated NLP Extraction of Clinical Rationale for Treatment Discontinuation in Breast Cancer
JCO Clinical Cancer Informatics
2021/5
PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming
2021/3/18
Alexander K. Lew
H-Index: 4
Monica Agrawal
H-Index: 5
David Sontag
H-Index: 38
Vikash K. Mansinghka
H-Index: 18
Robust Benchmarking for Machine Learning of Clinical Entity Extraction
2020/9/18
Fast, Structured Clinical Documentation via Contextual Autocomplete
2020/9/18
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