Concepedia

Andrew L. Beam

AL

48

Publications

8.8K

Citations

31

H-Index

2010

Active since

Affiliations

Harvard University(Current)

Brigham and Women's Hospital

Boston Children's Hospital

University of Oxford

Beth Israel Deaconess Medical Center

Andrew L. Beam is an author at Harvard University specializing in engineering, medicine, and machine learning.

Top concepts

EngineeringMedicineMachine LearningHealth InformaticsData SciencePublic HealthData MiningPredictive AnalyticsBiostatisticsDeep Learning

Publications per year

2010–2025

48

Publications

48

Big Data and Machine Learning in Health Care

Andrew L. Beam, Isaac S. Kohane · JAMA · 2018 · 1.9K citations

Engineering, Machine Learning, Big Data Analytics +16

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

Gary S. Collins, Karel G.M. Moons, Paula Dhiman et al. · BMJ · 2024 · 1.3K citations · Full text

Artificial Intelligence, Intelligent Diagnostics, Prognosis +20

Adversarial attacks on medical machine learning

Samuel G. Finlayson, John D. Bowers, Joichi Ito et al. · Science · 2019 · 956 citations · Full text

Artificial Intelligence, Software Security, Engineering +12

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

Gary S. Collins, Paula Dhiman, Constanza L. Andaur Navarro et al. · BMJ Open · 2021 · 724 citations · Full text

Postsurgical prescriptions for opioid naive patients and association with overdose and misuse: retrospective cohort study

Gabriel A. Brat, Denis Agniel, Andrew L. Beam et al. · BMJ · 2018 · 576 citations · Full text

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