David Sontag
Massachusetts Institute of Technology
H-index: 50
North America-United States
Top articles of David Sontag
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
Extracting clinical follow-ups from discharge summaries
2024/1/2
Evaluating Physician-AI Interaction for Cancer Management: Paving the Path towards Precision Oncology
arXiv preprint arXiv:2404.15187
2024/4/23
Maia Jacobs
H-Index: 9
David Sontag
H-Index: 38
Benchmarking observational studies with experimental data under right-censoring
2024/4/18
Edward De Brouwer
H-Index: 4
Zeshan M Hussain
H-Index: 4
Michael Oberst
H-Index: 2
David Sontag
H-Index: 38
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers
arXiv preprint arXiv:2404.02806
2024/4/3
Learning to Decode Collaboratively with Multiple Language Models
arXiv preprint arXiv:2403.03870
2024/3/6
Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
arXiv preprint arXiv:2403.00177
2024/2/29
David Sontag
H-Index: 38
Who should predict? exact algorithms for learning to defer to humans
2023/4/11
Tabllm: Few-shot classification of tabular data with large language models
2023/4/11
Beyond summarization: Designing ai support for real-world expository writing tasks
arXiv preprint arXiv:2304.02623
2023/4/5
Clinical Documentation System
2023/3/9
Attention-based neural networks for clinical prediction modelling on electronic health records
BMC medical research methodology
2023/12/7
David Sontag
H-Index: 38
A Deep Dive into Single-Cell RNA Sequencing Foundation Models
bioRxiv
2023
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding
2023/12
Hussein Mozannar
H-Index: 4
David Sontag
H-Index: 38
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
Evaluating Physician-AI Interaction for Multiple Myeloma Management: Paving the Path Towards Precision Oncology
Blood
2023/11/28
Maia Jacobs
H-Index: 9
David Sontag
H-Index: 38
Simulating Iterative Human-AI Interaction in Programming with LLMs
2023/11/26
Towards Verifiable Text Generation with Symbolic References
arXiv preprint arXiv:2311.09188
2023/11/15
Lucas Torroba Hennigen
H-Index: 1
Aniruddha Nrusimha
H-Index: 1
David Sontag
H-Index: 38
Yoon Kim
H-Index: 11
Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes
Annals of the rheumatic diseases
2023/7/1
Co-Authors
