Follow
Andrew L. Beam
Andrew L. Beam
Assistant Professor, Harvard University
Verified email at hms.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Artificial intelligence in healthcare
KH Yu, AL Beam, IS Kohane
Nature biomedical engineering 2 (10), 719-731, 2018
9432018
Big data and machine learning in health care
AL Beam, IS Kohane
Jama 319 (13), 1317-1318, 2018
9282018
Adversarial attacks on medical machine learning
SG Finlayson, JD Bowers, J Ito, JL Zittrain, AL Beam, IS Kohane
Science 363 (6433), 1287-1289, 2019
4252019
Postsurgical prescriptions for opioid naive patients and association with overdose and misuse: retrospective cohort study
GA Brat, D Agniel, A Beam, B Yorkgitis, M Bicket, M Homer, KP Fox, ...
Bmj 360, 2018
4222018
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension
X Liu, SC Rivera, D Moher, MJ Calvert, AK Denniston
bmj 370, 2020
307*2020
Zebrafish developmental screening of the ToxCast™ Phase I chemical library
S Padilla, D Corum, B Padnos, DL Hunter, A Beam, KA Houck, N Sipes, ...
Reproductive toxicology 33 (2), 174-187, 2012
2832012
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension
S Cruz Rivera, X Liu, AW Chan, AK Denniston, MJ Calvert
Nature medicine 26 (9), 1351-1363, 2020
251*2020
Adversarial attacks against medical deep learning systems
SG Finlayson, HW Chung, IS Kohane, Beam, A.L.
arXiv preprint arXiv:1804.05296, 2018, 2019
169*2019
A review of challenges and opportunities in machine learning for health
M Ghassemi, T Naumann, P Schulam, AL Beam, IY Chen, R Ranganath
AMIA Summits on Translational Science Proceedings 2020, 191, 2020
163*2020
Clinical concept embeddings learned from massive sources of multimodal medical data
AL Beam, B Kompa, A Schmaltz, I Fried, G Weber, N Palmer, X Shi, T Cai, ...
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 295-306, 2019
160*2019
Translating artificial intelligence into clinical care
AL Beam, IS Kohane
Jama 316 (22), 2368-2369, 2016
1532016
Artificial intelligence in health care: The hope, the hype, the promise, the peril
M Matheny, ST Israni, M Ahmed, D Whicher
Washington, DC: National Academy of Medicine, 2019
1512019
Challenges to the reproducibility of machine learning models in health care
AL Beam, AK Manrai, M Ghassemi
Jama 323 (4), 305-306, 2020
1302020
Time to reality check the promises of machine learning-powered precision medicine
J Wilkinson, KF Arnold, EJ Murray, M van Smeden, K Carr, R Sippy, ...
The Lancet Digital Health 2 (12), e677-e680, 2020
862020
The false hope of current approaches to explainable artificial intelligence in health care
M Ghassemi, L Oakden-Rayner, AL Beam
The Lancet Digital Health 3 (11), e745-e750, 2021
822021
Second opinion needed: communicating uncertainty in medical machine learning
B Kompa, J Snoek, AL Beam
npj Digital Medicine 4 (1), 1-6, 2021
702021
Beyond multidrug resistance: Leveraging rare variants with machine and statistical learning models in Mycobacterium tuberculosis resistance prediction
ML Chen, A Doddi, J Royer, L Freschi, M Schito, M Ezewudo, IS Kohane, ...
EBioMedicine 43, 356-369, 2019
70*2019
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 …
GS Collins, P Dhiman, CLA Navarro, J Ma, L Hooft, JB Reitsma, P Logullo, ...
BMJ open 11 (7), e048008, 2021
602021
Association of sex with recurrence of autism spectrum disorder among siblings
N Palmer, A Beam, D Agniel, A Eran, A Manrai, C Spettell, G Steinberg, ...
JAMA pediatrics 171 (11), 1107-1112, 2017
602017
Xenobiotic-metabolizing enzyme and transporter gene expression in primary cultures of human hepatocytes modulated by ToxCast chemicals
DM Rotroff, AL Beam, DJ Dix, A Farmer, KM Freeman, KA Houck, ...
Journal of Toxicology and Environmental Health, Part B 13 (2-4), 329-346, 2010
572010
The system can't perform the operation now. Try again later.
Articles 1–20