©2019  Predictive Medicine Group

PUBLICATIONS

Leventer-Roberts M, Gofer I, Barak Corren Y, Reis BY, Balicer R. Constructing data-derived family histories using electronic health records from a single healthcare delivery system. Eur J Public Health. 2019 Sep 24. 

Tideman S,  Santillana M,  Bickel J, Reis BY. Internet search query data improve forecasts of daily emergency department volume Journal of the American Medical Informatics Association, 2019 Sep 17.

Epstein D, Barak-Corren Y, Isenberg Y, Berger G. Clinical Decision Support System: A Pragmatic Tool to Improve Acute Exacerbation of COPD Discharge Recommendations. COPD. 2019 Feb;16(1):18-24. 

Epstein D, Berger G, Barda N, Marcusohn E, Barak-Corren Y, Muhsen K, Balicer RD, Azzam ZS. The incidence of acute pulmonary embolism following syncope in anticoagulant-naïve patients: A retrospective cohort study. PLoS One. 2018 Mar 7;13(3)

Barak-Corren Y, Fine AM, Reis BY. Early Prediction Model of Patient Hospitalization From the Pediatric Emergency Department. Pediatrics. 2017 May;139(5).

Rosellini AJ, Street AE, Ursano RJ, Chiu WT, Heeringa SG, Monahan J, Naifeh JA, Petukhova MV, Reis BY, Sampson NA, Bliese PD, Stein MB, Zaslavsky AM, Kessler RC. Sexual Assault Victimization and Mental Health Treatment, Suicide Attempts, and Career Outcomes Among Women in the US Army. Am J Public Health. 2017 May;107(5):732-739.

Barak-Corren Y, Israelit SH, Reis BY. Progressive prediction of hospitalisation in the emergency department: uncovering hidden patterns to improve patient flow. Emerg Med J. 2017 May;34(5):308-314.

Kessler RC, Stein MB, Petukhova MV, Bliese P, Bossarte RM, Bromet EJ, Fullerton CS, Gilman SE, Ivany C, Lewandowski-Romps L, Millikan Bell A, Naifeh JA, Nock MK, Reis BY, Rosellini AJ, Sampson NA, Zaslavsky AM, Ursano RJ; Army STARRS Collaborators. Predicting suicides after outpatient mental health visits in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS). Mol Psychiatry. 2017 Apr;22(4):544-551.

Barak-Corren Y, Castro VM, Javitt S, Hoffnagle AG, Dai Y, Perlis RH, Nock MK, Smoller JW, Reis BY. Predicting Suicidal Behavior From Longitudinal Electronic Health Records. Am J Psychiatry. 2017 Feb 1;174(2):154-162.

Rosellini AJ, Monahan J, Street AE, Hill ED, Petukhova M, Reis BY, Sampson NA, Benedek DM, Bliese P, Stein MB, Ursano RJ, Kessler RC. Using administrative data to identify U.S. Army soldiers at high-risk of perpetrating minor violent crimes. J Psychiatr Res. 2017 Jan;84:128-136.

Street AE, Rosellini AJ, Ursano RJ, Heeringa SG, Hill ED, Monahan J, Naifeh JA, Petukhova MV, Reis BY, Sampson NA, Bliese PD, Stein MB, Zaslavsky AM, Kessler RC. Developing a Risk Model to Target High-risk Preventive Interventions for Sexual Assault Victimization among Female U.S. Army Soldiers. Clin Psychol Sci. 2016;4(6):939-956. Epub 2016 Jul 29.

Banda JM, Callahan A, Winnenburg R, Strasberg HR, Cami A, Reis BY, Vilar S, Hripcsak G, Dumontier M, Shah NH. Feasibility of Prioritizing Drug-Drug-Event Associations Found in Electronic Health Records. Drug Saf. 2016 Jan;39(1):45-57.

Rosellini AJ, Monahan J, Street AE, Heeringa SG, Hill ED, Petukhova M, Reis BY, Sampson NA, Bliese P, Schoenbaum M, Stein MB, Ursano RJ, Kessler RC. Predicting non-familial major physical violent crime perpetration in the US Army from administrative data. Psychol Med. 2016 Jan;46(2):303-16.

Dagan N, Beskin D, Brezis M, Reis BY. Effects of Social Network Exposure on Nutritional Learning: Development of an Online Educational Platform. JMIR Serious Games. 2015 Oct 5;3(2):e7.

Barak-Corren Y, Reis BY. Internet activity as a proxy for vaccination compliance. Vaccine. 2015 May 15;33(21):2395-8.

Cami A, Reis BY. Concordance and predictive value of two adverse drug event data sets. BMC Med Inform Decis Mak. 2014 Aug 22;14:74.

McMurry AJ, Fitch B, Savova G, Kohane IS, Reis BY. Improved de-identification of physician notes through integrative modeling of both public and private medical text. BMC Med Inform Decis Mak. 2013 Oct 2;13:112.

Cami A, Manzi S, Arnold A, Reis BY. Pharmacointeraction network models predict unknown drug-drug interactions. PLoS One. 2013 Apr 19;8(4):e61468.

 

Reis BY, Olson KL, Tian L, Bohn RL, Brownstein JS, Park PJ, Cziraky MJ, Wilson MD, Mandl KD. A pharmacoepidemiological network model for drug safety surveillance: statins and rhabdomyolysis. Drug Saf. 2012 May 1;35(5):395-406.

 

Cami A, Arnold A, Manzi S, Reis B. Predicting adverse drug events using pharmacological network models. Sci Transl Med. 2011 Dec 21;3(114):114ra127.

 

Wang JF, Reis BY, Hu MG, Christakos G, Yang WZ, Sun Q, Li ZJ, Li XZ, Lai SJ, Chen HY, Wang DC. Area disease estimation based on sentinel hospital records. PLoS One. 2011;6(8):e23428.

 

Reis BY, Brownstein JS. Measuring the impact of health policies using Internet search patterns: the case of abortion. BMC Public Health. 2010 Aug 25;10:514.

 

Fine AM, Reis BY, Nigrovic LE, Goldmann DA, LaPorte TN, Olson KN, Mandl KD. Use of Population Health Data to Refine Diagnostic Decision Making for Pertussis. JAMIA, 2010 Jan-Feb;17: 85-90.

 

Reis BY, Kohane IS, Mandl KD. “Longitudinal histories as predictors of future diagnoses of domestic abuse: modelling study” BMJ. 2009 Sep 29;339:b3677. doi: 10.1136/bmj.b3677.

 

Brownstein JS, Freifeld CC, Reis BY, Mandl KD. Surveillance Sans Frontières: Internet-Based Emerging Infectious Disease Intelligence and the HealthMap Project. PLoS Medicine 2008 Jul 8;5(7):e151.

 

Reis BY, Kirby C, Hadden LE, Olson K, McMurry AJ, Daniel JB, Mandl KD. AEGIS: a robust and scalable real-time public health surveillance system. J Am Med Inform Assoc. 2007 Sep-Oct;14(5):581-8.

 

Reis, B.Y., Kohane, I.S., Mandl, K.D. An Epidemiological Network Model for Disease Outbreak Detection, PLoS Medicine, 2007 4(6): e210

 

McMurry, A.J., Gilbert, C.A., Reis, B.Y., Chueh, H.C., Kohane, I. S., Mandl, K.D., A Self Scaling, Distributed Architecture for Public Health, Research, and Clinical Care. JAMIA, 2007;14(4):527-533

 

Fine AM, Nigrovic LE, Reis BY, Cook EF, Mandl KD. Linking surveillance to action: incorporation of real-time regional data into a medical decision rule. J Am Med Inform Assoc. 2007 Mar-Apr;14(2):206-11.

 

Reis BY, Brownstein JS, Mandl KD. Running outside the baseline: impact of the 2004 Major League Baseball postseason on emergency department use. Ann Emerg Med. 2005 Oct;46(4):386-7.

 

Reis BY, Mandl KD. Syndromic surveillance: the effects of syndrome grouping on model accuracy and outbreak detection. Ann Emerg Med. 2004 Sep;44(3):235-41.

 

Beitel AJ, Olson KL, Reis BY, Mandl KD. Use of emergency department chief complaint and diagnostic codes for identifying respiratory illness in a pediatric population. Pediatr Emerg Care. 2004 Jun;20(6):355-60.

 

Reis BY, Pagano M, Mandl KD. Using temporal context to improve biosurveillance. Proc Natl Acad Sci U S A. 2003;100(4):1961-1965.

 

Reis BY, Mandl KD. Time series modeling for syndromic surveillance. BMC Med Inform Decis Mak. 2003;3(1)

 

Butte AJ, Bao L, Reis BY, Watkins TW, Kohane IS. Comparing the similarity of time-series gene expression using signal processing metrics. J Biomed Inform. 2001 Dec;34(6):396-405.

 

Reis BY, Butte AJ, Kohane IS. Extracting knowledge from dynamics in gene expression. Journal of Biomedical Informatics. 2001 Feb;34(1):15-27.