David Bellamy

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Andrew L. BeamAssistant Professor, Harvard UniversityVerified email at hms.harvard.edu
Bhawesh KumarHarvard UniversityVerified email at hsph.harvard.edu
Anil PalepuPhD Student, Harvard-MIT Health Science & TechnologyVerified email at mit.edu
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Joseph Dov BruchUniversity of ChicagoVerified email at uchicago.edu
Charles LuMassachusetts Institute of TechnologyVerified email at mit.edu
Maximilian Sebastian SchaeferBeth Israel Deaconess Medical Center, Boston, MAVerified email at bidmc.harvard.edu
Benjamin KompaHarvard UniversityVerified email at fas.harvard.edu
Miguel HernanDirector, CAUSALab / Professor of Biostatistics and Epidemiology, Harvard T.H. Chan SchoolVerified email at hsph.harvard.edu
James M. Robinsprofessor of epidemiology and biostatistics harvard school of public healthVerified email at hsph.harvard.edu

David Bellamy

Machine Learning Scientist at Flagship Labs 97 Inc.

Verified email at fl97inc.com - Homepage

Autonomous science machine learning reinforcement learning drug discovery


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Reciprocal cellular cross-talk within the tumor microenvironment promotes oncolytic virus activity CS Ilkow, M Marguerie, C Batenchuk, J Mayer, D Ben Neriah, ... Nature medicine 21 (5), 530-536, 2015	153	2015
Evaluating progress on machine learning for longitudinal electronic healthcare data D Bellamy, L Celi, AL Beam arXiv preprint arXiv:2010.01149, 2020	24	2020
Charity care: do nonprofit hospitals give more than for-profit hospitals? JD Bruch, D Bellamy Journal of general internal medicine 36 (10), 3279-3280, 2021	23	2021
Conformal prediction with large language models for multi-choice question answering B Kumar, C Lu, G Gupta, A Palepu, D Bellamy, R Raskar, A Beam arXiv preprint arXiv:2305.18404, 2023	22	2023
Assessment of ChatGPT success with specialty medical knowledge using anaesthesiology board examination practice questions D Shay, B Kumar, D Bellamy, A Palepu, M Dershwitz, JM Walz, ... British journal of anaesthesia 131 (2), e31-e34, 2023	16	2023
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	11	2022
A structural characterization of shortcut features for prediction D Bellamy, MA Hernán, A Beam European Journal of Epidemiology 37 (6), 563-568, 2022	8	2022
What's Missing from Machine Learning for Medicine? New Methods for Causal Effect Estimation and Representation Learning from EHR Data DR Bellamy Harvard University, 2023	2	2023
Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data DR Bellamy, B Kumar, C Wang, A Beam arXiv preprint arXiv:2312.11502, 2023		2023

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