Andrew L. Beam

Cited by

	All	Since 2017
Citations	5538	5293
h-index	26	24
i10-index	39	37

2000

1000

500

1500

20112012201320142015201620172018201920202021202215 26 29 41 46 62 77 209 680 1103 1931 1236

Public access

View all

34 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Isaac KohaneHarvard Medical School, Children's Hospital, Brigham and Women's HospitalVerified email at hms.harvard.edu
Benjamin KompaHarvard UniversityVerified email at fas.harvard.edu
Dr. Marzyeh GhassemiAssistant Professor, EECS.CSAIL/IMES, MITVerified email at mit.edu
Inbar FriedMD-PhD Student, UNC Chapel HillVerified email at med.unc.edu
Samuel G. FinlaysonMD-PhD. Pediatrics-Genetics Resident at UW/Seattle Children'sVerified email at seattlechildrens.org
Tristan NaumannPrincipal Researcher, Microsoft Research Health FuturesVerified email at microsoft.com
Peter SchulamAmazon AlexaVerified email at amazon.com
Alison Motsinger-ReifNational Institute of Environmental Health SciencesVerified email at nih.gov
Jonathan ZittrainProfessor of Law and Professor of Computer Science, Harvard UniversityVerified email at law.harvard.edu
Brett Beaulieu-JonesHarvard Medical SchoolVerified email at hms.harvard.edu
Allen SchmaltzHarvard UniversityVerified email at fas.harvard.edu
Arjun (Raj) ManraiAssistant Professor of Biomedical Informatics at Harvard UniversityVerified email at hms.harvard.edu
Kenneth D. MandlProfessor, Harvard Med. Director, Computational Health Informatics Program, Boston Children'sVerified email at harvard.edu
Maha FarhatAssociate Professor Harvard Medical SchoolVerified email at partners.org
Lauren Oakden-RaynerAustralian Institute for Machine Learning. University of Adelaide. Royal Adelaide Hospital.Verified email at adelaide.edu.au
Jasper SnoekGoogle BrainVerified email at google.com
Gary S. CollinsProfessor of Medical Statistics, Centre for Statistics in Medicine, University of OxfordVerified email at csm.ox.ac.uk
Lily PengGoogle ResearchVerified email at google.com
Daniel RotroffAssistant Professor/Staff, Department of Quantitative Health Sciences, Cleveland ClinicVerified email at ccf.org
John ZupancicHarvard Medical SchoolVerified email at bidmc.harvard.edu

Andrew L. Beam

Assistant Professor, Harvard University

Verified email at hms.harvard.edu - Homepage

Artificial Intelligence Machine Learning Perinatology Neonatology


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Artificial intelligence in healthcare KH Yu, AL Beam, IS Kohane Nature biomedical engineering 2 (10), 719-731, 2018	943	2018
Big data and machine learning in health care AL Beam, IS Kohane Jama 319 (13), 1317-1318, 2018	928	2018
Adversarial attacks on medical machine learning SG Finlayson, JD Bowers, J Ito, JL Zittrain, AL Beam, IS Kohane Science 363 (6433), 1287-1289, 2019	425	2019
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	422	2018
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	283	2012
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	153	2016
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	151	2019
Challenges to the reproducibility of machine learning models in health care AL Beam, AK Manrai, M Ghassemi Jama 323 (4), 305-306, 2020	130	2020
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	86	2020
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	82	2021
Second opinion needed: communicating uncertainty in medical machine learning B Kompa, J Snoek, AL Beam npj Digital Medicine 4 (1), 1-6, 2021	70	2021
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	60	2021
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	60	2017
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	57	2010

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors