Andrew L. Beam
Orcid: 0000-0002-6657-2787
According to our database1,
Andrew L. Beam
authored at least 33 papers
between 2014 and 2024.
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Online presence:
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Bibliography
2024
Deep Learning Methods for the Noniterative Conditional Expectation G-Formula for Causal Inference from Complex Observational Data.
CoRR, 2024
The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem.
CoRR, 2024
2023
CoRR, 2023
CoRR, 2023
Proceedings of the Machine Learning for Healthcare Conference, 2023
2022
Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction.
CoRR, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
2021
npj Digit. Medicine, 2021
Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?
npj Digit. Medicine, 2021
Empirical Frequentist Coverage of Deep Learning Uncertainty Quantification Procedures.
Entropy, 2021
MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning.
CoRR, 2021
2020
CoRR, 2020
Proceedings of the Pacific Symposium on Biocomputing 2020, 2020
2019
J. Biomed. Informatics, 2019
J. Biomed. Informatics, 2019
Learning Contextual Hierarchical Structure of Medical Concepts with Poincairé Embeddings to Clarify Phenotypes.
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019
Machine Learning for Health ( ML4H ) 2019 : What Makes Machine Learning in Medicine Different?
Proceedings of the Machine Learning for Health Workshop, 2019
Proceedings of the AMIA 2019, 2019
2018
2017
Proceedings of the AMIA 2017, 2017
2016
The Spectrum of Insomnia-Associated Comorbidities in an Electronic Medical Records Cohort.
Proceedings of the AMIA 2016, 2016
2015
An investigation of gene-gene interactions in dose-response studies with Bayesian nonparametrics.
BioData Min., 2015
2014
BMC Bioinform., 2014