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Eric Lehman
Eric Lehman
Sonstige NamenEric P. Lehman
Bestätigte E-Mail-Adresse bei mit.edu
Titel
Zitiert von
Zitiert von
Jahr
ERASER: A benchmark to evaluate rationalized NLP models
J DeYoung, S Jain, NF Rajani, E Lehman, C Xiong, R Socher, ...
arXiv preprint arXiv:1911.03429, 2019
5762019
Inferring which medical treatments work from reports of clinical trials
E Lehman, J DeYoung, R Barzilay, BC Wallace
arXiv preprint arXiv:1904.01606, 2019
1232019
Does BERT pretrained on clinical notes reveal sensitive data?
E Lehman, S Jain, K Pichotta, Y Goldberg, BC Wallace
arXiv preprint arXiv:2104.07762, 2021
1032021
Do we still need clinical language models?
E Lehman, E Hernandez, D Mahajan, J Wulff, MJ Smith, Z Ziegler, ...
Conference on health, inference, and learning, 578-597, 2023
832023
Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study
T Zack, E Lehman, M Suzgun, JA Rodriguez, LA Celi, J Gichoya, ...
The Lancet Digital Health 6 (1), e12-e22, 2024
782024
Evidence Inference 2.0: More Data, Better Models
J DeYoung, E Lehman, B Nye, IJ Marshall, BC Wallace
arXiv preprint arXiv:2005.04177, 2020
552020
Representation learning approaches to detect false arrhythmia alarms from ecg dynamics
EP Lehman, RG Krishnan, X Zhao, RG Mark, HL Li-Wei
Machine learning for healthcare conference, 571-586, 2018
312018
From sparse to dense: GPT-4 summarization with chain of density prompting
G Adams, A Fabbri, F Ladhak, E Lehman, N Elhadad
arXiv preprint arXiv:2309.04269, 2023
232023
Clinical-t5: Large language models built using mimic clinical text
E Lehman, A Johnson
PhysioNet, 2023
232023
Predicting and understanding unexpected respiratory decompensation in critical care using sparse and heterogeneous clinical data
O Ren, AEW Johnson, EP Lehman, M Komorowski, J Aboab, F Tang, ...
2018 IEEE International Conference on Healthcare Informatics (ICHI), 144-151, 2018
212018
Understanding clinical trial reports: Extracting medical entities and their relations
BE Nye, J DeYoung, E Lehman, A Nenkova, IJ Marshall, BC Wallace
AMIA Summits on Translational Science Proceedings 2021, 485, 2021
182021
Learning to ask like a physician
E Lehman, V Lialin, KY Legaspi, AJR Sy, PTS Pile, NRI Alberto, ...
arXiv preprint arXiv:2206.02696, 2022
152022
Coding Inequity: Assessing GPT-4's Potential for Perpetuating Racial and Gender Biases in Healthcare
T Zack, E Lehman, M Suzgun, JA Rodriguez, LA Celi, J Gichoya, ...
medRxiv, 2023.07. 13.23292577, 2023
142023
Towards generalizable methods for automating risk score calculation
JJ Liang, E Lehman, A Iyengar, D Mahajan, P Raghavan, CY Chang, ...
Proceedings of the 21st Workshop on Biomedical Language Processing, 426-431, 2022
42022
Correction to Lancet Digit Health 2024; 6: e12–22
T Zack, E Lehman, M Suzgun
2024
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