Ben Reis

Ben Reis, PhD

Associate Professor of Pediatrics, Boston Children's Hospital
Affiliate Member, Department of Biomedical Informatics, Harvard Medical School

Ben Reis is Director of the Predictive Medicine Group and a member of the Faculty of Harvard Medical School and the Boston Children's Hospital Computational Health Informatics Program. His research focuses on understanding the fundamental patterns of human disease and on developing novel approaches for predicting disease. He has conducted large-scale population studies of COVID-19 vaccine effectiveness and safety, and developed novel methods for tracking and understanding pandemics through digital information sources. He has created systems that allow doctors to predict dangerous clinical conditions years in advance, including suicide and domestic abuse, as well as predictive pharmacology systems able to identify life-threatening adverse drug side-effects years in advance. He has advised the US government on establishing national biodefense systems, the Hong Kong government on building health infrastructure in response to pandemics, and various governments on establishing biodefense systems in advance of hosting the Olympic Games. He has been honored at the White House for his work on harnessing social networks to promote health, and was named one of the top health innovators in the world by the US State Department, USAID and NASA.
 

Fourth Dose of BNT162b2 mRNA Covid-19 Vaccine in a Nationwide Setting.
Authors: Magen O, Waxman JG, Makov-Assif M, Vered R, Dicker D, Hernán MA, Lipsitch M, Reis BY, Balicer RD, Dagan N.
N Engl J Med
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Comparing COVID-19-related hospitalization rates among individuals with infection-induced and vaccine-induced immunity in Israel.
Authors: Waxman JG, Makov-Assif M, Reis BY, Netzer D, Balicer RD, Dagan N, Barda N.
Nat Commun
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Implementing Machine Learning Models for Suicide Risk Prediction in Clinical Practice: Focus Group Study With Hospital Providers.
Authors: Bentley KH, Zuromski KL, Fortgang RG, Madsen EM, Kessler D, Lee H, Nock MK, Reis BY, Castro VM, Smoller JW.
JMIR Form Res
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Indirect protection of children from SARS-CoV-2 infection through parental vaccination.
Authors: Hayek S, Shaham G, Ben-Shlomo Y, Kepten E, Dagan N, Nevo D, Lipsitch M, Reis BY, Balicer RD, Barda N.
Science
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Predictive structured-unstructured interactions in EHR models: A case study of suicide prediction.
Authors: Bayramli I, Castro V, Barak-Corren Y, Madsen EM, Nock MK, Smoller JW, Reis BY.
NPJ Digit Med
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An integrated framework for identifying clinical-laboratory indicators for novel pandemics: COVID-19 and MIS-C.
Authors: Nahari AD, Son MBF, Newburger JW, Reis BY.
NPJ Digit Med
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The language of crisis: spatiotemporal effects of COVID-19 pandemic dynamics on health crisis communications by political leaders.
Authors: Mandl BJ, Reis BY.
NPJ Digit Med
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Prediction of Suicide Attempts Using Clinician Assessment, Patient Self-report, and Electronic Health Records.
Authors: Nock MK, Millner AJ, Ross EL, Kennedy CJ, Al-Suwaidi M, Barak-Corren Y, Castro VM, Castro-Ramirez F, Lauricella T, Murman N, Petukhova M, Bird SA, Reis B, Smoller JW, Kessler RC.
JAMA Netw Open
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Temporally informed random forests for suicide risk prediction.
Authors: Bayramli I, Castro V, Barak-Corren Y, Madsen EM, Nock MK, Smoller JW, Reis BY.
J Am Med Inform Assoc
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Prediction across healthcare settings: a case study in predicting emergency department disposition.
Authors: Barak-Corren Y, Chaudhari P, Perniciaro J, Waltzman M, Fine AM, Reis BY.
NPJ Digit Med
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