Harvard Catalyst Profiles

Contact, publication, and social network information about Harvard faculty and fellows.

Andrew Beam, Ph.D.

Title
Institution
Department
Address
Other Positions
Title
Institution
Department

Bibliographic
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
Newest   |   Oldest   |   Most Cited   |   Most Discussed   |   Timeline   |   Field Summary   |   Plain Text
PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Chen ML, Doddi A, Royer J, Freschi L, Schito M, Ezewudo M, Kohane IS, Beam A, Farhat M. Beyond multidrug resistance: Leveraging rare variants with machine and statistical learning models in Mycobacterium tuberculosis resistance prediction. EBioMedicine. 2019 May; 43:356-369. PMID: 31047860.
    Citations:    
  2. Finlayson SG, Bowers JD, Ito J, Zittrain JL, Beam AL, Kohane IS. Adversarial attacks on medical machine learning. Science. 2019 03 22; 363(6433):1287-1289. PMID: 30898923.
    Citations:    
  3. Ning W, Chan S, Beam A, Yu M, Geva A, Liao K, Mullen M, Mandl KD, Kohane I, Cai T, Yu S. Feature extraction for phenotyping from semantic and knowledge resources. J Biomed Inform. 2019 Mar; 91:103122. PMID: 30738949.
    Citations:    
  4. Beaulieu-Jones BK, Kohane IS, Beam AL. Learning Contextual Hierarchical Structure of Medical Concepts with Poincairé Embeddings to Clarify Phenotypes. Pac Symp Biocomput. 2019; 24:8-17. PMID: 30864306.
    Citations:    
  5. Yu KH, Beam AL, Kohane IS. Artificial intelligence in healthcare. Nat Biomed Eng. 2018 Oct; 2(10):719-731. PMID: 31015651.
    Citations:    
  6. Oakden-Rayner L, Beam AL, Palmer LJ. Medical journals should embrace preprints to address the reproducibility crisis. Int J Epidemiol. 2018 10 01; 47(5):1363-1365. PMID: 29868762.
    Citations:    Fields:    
  7. Kartoun U, Aggarwal R, Beam AL, Pai JK, Chatterjee AK, Fitzgerald TP, Kohane IS, Shaw SY. Development of an Algorithm to Identify Patients with Physician-Documented Insomnia. Sci Rep. 2018 May 18; 8(1):7862. PMID: 29777125.
    Citations:    Fields:    
  8. Beam AL, Kohane IS. Big Data and Machine Learning in Health Care. JAMA. 2018 Apr 03; 319(13):1317-1318. PMID: 29532063.
    Citations: 7     Fields:    Translation:Humans
  9. Brat GA, Agniel D, Beam A, Yorkgitis B, Bicket M, Homer M, Fox KP, Knecht DB, McMahill-Walraven CN, Palmer N, Kohane I. Postsurgical prescriptions for opioid naive patients and association with overdose and misuse: retrospective cohort study. BMJ. 2018 01 17; 360:j5790. PMID: 29343479.
    Citations: 6     Fields:    Translation:Humans
  10. Fried I, Beam AL, Kohane IS, Palmer NP. Utilization, Cost, and Outcome of Branded vs Compounded 17-Alpha Hydroxyprogesterone Caproate in Prevention of Preterm Birth. JAMA Intern Med. 2017 11 01; 177(11):1689-1690. PMID: 28973537.
    Citations:    Fields:    Translation:Humans
  11. Palmer N, Beam A, Agniel D, Eran A, Manrai A, Spettell C, Steinberg G, Mandl K, Fox K, Nelson SF, Kohane I. Association of Sex With Recurrence of Autism Spectrum Disorder Among Siblings. JAMA Pediatr. 2017 11 01; 171(11):1107-1112. PMID: 28973142.
    Citations: 2     Fields:    Translation:Humans
  12. Miron O, Beam AL, Kohane IS. Auditory brainstem response in infants and children with autism spectrum disorder: A meta-analysis of wave V. Autism Res. 2018 Feb; 11(2):355-363. PMID: 29087045.
    Citations: 2     Fields:    
  13. Nitzschke S, Offodile AC, Cauley RP, Frankel JE, Beam A, Elias KM, Gibbons FK, Salim A, Christopher KB. Long term mortality in critically ill burn survivors. Burns. 2017 Sep; 43(6):1155-1162. PMID: 28606748.
    Citations:    Fields:    Translation:Humans
  14. Beam AL, Kartoun U, Pai JK, Chatterjee AK, Fitzgerald TP, Shaw SY, Kohane IS. Predictive Modeling of Physician-Patient Dynamics That Influence Sleep Medication Prescriptions and Clinical Decision-Making. Sci Rep. 2017 02 09; 7:42282. PMID: 28181568.
    Citations: 3     Fields:    Translation:Humans
  15. Beam AL, Kohane IS. Translating Artificial Intelligence Into Clinical Care. JAMA. 2016 12 13; 316(22):2368-2369. PMID: 27898974.
    Citations: 5     Fields:    Translation:Humans
  16. Beam AL, Motsinger-Reif AA, Doyle J. An investigation of gene-gene interactions in dose-response studies with Bayesian nonparametrics. BioData Min. 2015; 8:6. PMID: 25691918.
    Citations:    
  17. Beam AL, Motsinger-Reif A, Doyle J. Bayesian neural networks for detecting epistasis in genetic association studies. BMC Bioinformatics. 2014 Nov 21; 15:368. PMID: 25413600.
    Citations: 5     Fields:    Translation:HumansCells
  18. Beam A, Motsinger-Reif A. Beyond IC50s: Towards Robust Statistical Methods for in vitro Association Studies. J Pharmacogenomics Pharmacoproteomics. 2014 Mar 01; 5(1):1000121. PMID: 25110614.
    Citations: 8     
  19. Padilla S, Corum D, Padnos B, Hunter DL, Beam A, Houck KA, Sipes N, Kleinstreuer N, Knudsen T, Dix DJ, Reif DM. Zebrafish developmental screening of the ToxCast™ Phase I chemical library. Reprod Toxicol. 2012 Apr; 33(2):174-87. PMID: 22182468.
    Citations: 61     Fields:    Translation:Animals
  20. Motsinger-Reif A, Brown C, Havener T, Hardison N, Peters E, Beam A, Everrit L, McLeod H. Ex-Vivo Modeling for Heritability Assessment and Genetic Mapping in Pharmacogenomics. Proc Am Stat Assoc. 2011 Jul-Aug; 2011:306-318. PMID: 30627054.
    Citations:    
  21. Beam AL, Motsinger-Reif AA. Optimization of nonlinear dose- and concentration-response models utilizing evolutionary computation. Dose Response. 2011; 9(3):387-409. PMID: 22013401.
    Citations: 4     
  22. Rotroff DM, Beam AL, Dix DJ, Farmer A, Freeman KM, Houck KA, Judson RS, LeCluyse EL, Martin MT, Reif DM, Ferguson SS. Xenobiotic-metabolizing enzyme and transporter gene expression in primary cultures of human hepatocytes modulated by ToxCast chemicals. J Toxicol Environ Health B Crit Rev. 2010 Feb; 13(2-4):329-46. PMID: 20574906.
    Citations: 14     Fields:    Translation:HumansAnimalsCells
Local representatives can answer questions about the Profiles website or help with editing a profile or issues with profile data. For assistance with this profile: HMS/HSDM faculty should contact feedbackcatalyst.harvard.edu. For faculty or fellow appointment updates and changes, please ask your appointing department to contact HMS. For fellow personal and demographic information, contact HMS Human Resources at human_resourceshms.harvard.edu. For faculty personal and demographic information, contact HMS Office for Faculty Affairs at facappthms.harvard.edu. SPH faculty should contact Faculty Affairs at facultyaffairshsph.harvard.edu).
Beam's Networks
Click the
Explore
buttons for more information and interactive visualizations!
Concepts (87)
Explore
_
Co-Authors (25)
Explore
_
Similar People (60)
Explore
_
Same Department 
Explore
_
Funded by the NIH/NCATS Clinical and Translational Science Award (CTSA) program, grant number UL1TR001102, and through institutional support from Harvard University, Harvard Medical School, Harvard T.H. Chan School of Public Health, Beth Israel Deaconess Medical Center, Boston Children's Hospital, Brigham and Women's Hospital, Massachusetts General Hospital and the Dana Farber Cancer Institute.