| Second opinion needed: communicating uncertainty in medical machine learning B Kompa, J Snoek, AL Beam NPJ Digital Medicine 4 (1), 4, 2021 | 302 | 2021 |
| 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 | 247* | 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 | 67 | 2023 |
| 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 | 48 | 2016 |
| 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 | 31 | 2022 |
| Empirical frequentist coverage of deep learning uncertainty quantification procedures B Kompa, J Snoek, AL Beam Entropy 23 (12), 1608, 2021 | 30 | 2021 |
| 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 | 21 | 2023 |
| 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 | 17 | 2017 |
| 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 | 14 | 2022 |
| 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 | 5 | 2023 |
| Pacific symposium on biocomputing 2020 AL Beam, B Kompa, A Schmaltz, I Fried, G Weber, N Palmer, X Shi, T Cai, ... World Scientific, 2019 | 5 | 2019 |
| Learning a latent space of highly multidimensional cancer data B Kompa, B Coker PACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 379-390, 2019 | 5 | 2019 |
| Second opinion needed: communicating uncertainty in medical machine learning. Npj Digit Med. 2021; 4 (1): 4 B Kompa, J Snoek, AL Beam | 5 | |
| The diagnostic and triage accuracy of the GPT-3 artificial intelligence model: an observational study DM Levine, R Tuwani, B Kompa, A Varma, SG Finlayson, A Mehrotra, ... The Lancet Digital Health 6 (8), e555-e561, 2024 | | 2024 |
| New methods for representation learning, uncertainty quantification, and causal inference in biomedical machine learning B Kompa Harvard University, 2022 | | 2022 |