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Benjamin Kompa
Benjamin Kompa
Verified email at fas.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Second opinion needed: communicating uncertainty in medical machine learning
B Kompa, J Snoek, AL Beam
NPJ Digital Medicine 4 (1), 4, 2021
2492021
Clinical concept embeddings learned from massive sources of medical data
AL Beam, B Kompa, I Fried, NP Palmer, X Shi, T Cai, IS Kohane
arXiv preprint arXiv:1804.01486, 2018
226*2018
The diagnostic and triage accuracy of the GPT-3 artificial intelligence model
DM Levine, R Tuwani, B Kompa, A Varma, SG Finlayson, A Mehrotra, ...
MedRxiv, 2023
462023
ChromoShake: a chromosome dynamics simulator reveals that chromatin loops stiffen centromeric chromatin
J Lawrimore, JK Aicher, P Hahn, A Fulp, B Kompa, L Vicci, M Falvo, ...
Molecular biology of the cell 27 (1), 153-166, 2016
452016
Empirical frequentist coverage of deep learning uncertainty quantification procedures
B Kompa, J Snoek, AL Beam
Entropy 23 (12), 1608, 2021
272021
Artificial intelligence based on machine learning in pharmacovigilance: a scoping review
B Kompa, JB Hakim, A Palepu, KG Kompa, M Smith, PA Bain, ...
Drug Safety 45 (5), 477-491, 2022
202022
Intronic SNP in ESR1 encoding human estrogen receptor alpha is associated with brain ESR1 mRNA isoform expression and behavioral traits
JK Pinsonneault, JT Frater, B Kompa, R Mascarenhas, D Wang, W Sadee
PLoS One 12 (6), e0179020, 2017
172017
The diagnostic and triage accuracy of the GPT-3 artificial intelligence model. medRxiv
DM Levine, R Tuwani, B Kompa, A Varma, SG Finlayson, A Mehrotra, ...
Published online February 1 (2023), 10.1101, 2023
112023
Deep learning methods for proximal inference via maximum moment restriction
B Kompa, D Bellamy, T Kolokotrones, A Beam
Advances in Neural Information Processing Systems 35, 11189-11201, 2022
102022
Correction to: Artificial Intelligence Based on Machine Learning in Pharmacovigilance: A Scoping Review
B Kompa, JB Hakim, A Palepu, KG Kompa, M Smith, PA Bain, ...
Drug Safety 46 (4), 433-433, 2023
52023
Pacific symposium on biocomputing 2020
AL Beam, B Kompa, A Schmaltz, I Fried, G Weber, N Palmer, X Shi, T Cai, ...
World Scientific, 2019
52019
Learning a latent space of highly multidimensional cancer data
B Kompa, B Coker
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 379-390, 2019
52019
New Methods for Representation Learning, Uncertainty Quantification, and Causal Inference in Biomedical Machine Learning
B Kompa
Harvard University, 2022
2022
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