Corey M. Benedum

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Martha WerlerProfessor and Chair, Epidemiology, Boston University School of Public HealthVerified email at bu.edu
Mahsa M YazdyMassachusetts Department of Public HealthVerified email at mass.gov
Elfatih A B EltahirProfessor of Hydrology and Climate MITVerified email at mit.edu
Samantha E. ParkerDepartment of Epidemiology, Boston University School of Public HealthVerified email at bu.edu
Melissa EstevezSenior Quantitative Scientist, Flatiron HealthVerified email at flatiron.com
Jonna MazetUniversity of California, DavisVerified email at ucdavis.edu
Sarah Helen OlsonDirector of Health Research, Wildlife Conservation SocietyVerified email at wcs.org
Sumiko Mekaru, DVM, PhDTufts University School of MedicineVerified email at tufts.edu
John BrownsteinHarvard Medical SchoolVerified email at harvard.edu
Damien O. JolyCanadian Wildlife Health Cooperative | Réseau Canadien pour la Santé de la FauneVerified email at cwhc-rcsf.ca
Nicholas D PrestonBC Provincial Health Services AuthorityVerified email at bcehs.ca
Selen BOZKURTEmory UniversityVerified email at emory.edu
Courtney (Court) CorleyChief Data Scientist and Group Leader, Pacific Northwest National LaboratoryVerified email at pnnl.gov
Mary J LancasterPacific Northwest National LaboratoryVerified email at pnnl.gov
Blythe Adamson, PhD, MPHSenior Principal Scientist, Flatiron Health; Founder, Infectious EconomicsVerified email at flatiron.com
David HartleyProfessor of Pediatrics, Cincinnati Children's Hospital Medical CenterVerified email at no-infection.net
Christine NoonanPacific Northwest National LaboratoryVerified email at pnnl.gov
Julie M. PetersenBoston University School of Public HealthVerified email at bu.edu
Sarah TinkerEpidemiologist, Birth Defects Branch, Centers for Disease Control and PreventionVerified email at cdc.gov
Arjun SondhiFlatiron HealthVerified email at flatiron.com

Corey M. Benedum

Flatiron Health

Verified email at bu.edu

Real-world data Health outcomes Machine learning Infectious Disease Epidemiology


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Statistical modeling of the effect of rainfall flushing on dengue transmission in Singapore CM Benedum, OME Seidahmed, EAB Eltahir, N Markuzon PLoS neglected tropical diseases 12 (12), e0006935, 2018	111	2018
Drivers of emerging infectious disease events as a framework for digital detection SH Olson, CM Benedum, SR Mekaru, ND Preston, JAK Mazet, DO Joly, ... Emerging Infectious Diseases 21 (8), 1285, 2015	56	2015
Periconceptional folic acid and risk for neural tube defects among higher risk pregnancies JM Petersen, SE Parker, CM Benedum, AA Mitchell, SC Tinker, ... Birth defects research 111 (19), 1501-1512, 2019	42	2019
Disease prediction models and operational readiness CD Corley, LL Pullum, DM Hartley, C Benedum, C Noonan, ... PloS one 9 (3), e91989, 2014	42	2014
Risk of spina bifida and maternal cigarette, alcohol, and coffee use during the first month of pregnancy CM Benedum, MM Yazdy, AA Mitchell, MM Werler International Journal of Environmental Research and Public Health 10 (8 …, 2013	35	2013
The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study M Sheth, CM Benedum, LA Celi, RG Mark, N Markuzon Critical Care 23, 1-11, 2019	29	2019
Weekly dengue forecasts in iquitos, peru; san juan, puerto rico; and singapore CM Benedum, KM Shea, HE Jenkins, LY Kim, N Markuzon Plos Neglected tropical diseases 14 (10), e0008710, 2020	28	2020
Impact of periconceptional use of nitrosatable drugs on the risk of neural tube defects CM Benedum, MM Yazdy, AA Mitchell, MM Werler American Journal of Epidemiology 182 (8), 675-684, 2015	20	2015
Approach to machine learning for extraction of real-world data variables from electronic health records B Adamson, M Waskom, A Blarre, J Kelly, K Krismer, S Nemeth, J Gippetti, ... Frontiers in Pharmacology 14, 1180962, 2023	12	2023
Association of clomiphene and assisted reproductive technologies with the risk of neural tube defects CM Benedum, MM Yazdy, SE Parker, AA Mitchell, MM Werler American Journal of Epidemiology 183 (11), 977-987, 2016	10	2016
Considerations for the Use of Machine Learning Extracted Real-World Data to Support Evidence Generation: A Research-Centric Evaluation Framework M Estevez, CM Benedum, C Jiang, AB Cohen, S Phadke, S Sarkar, ... Cancers 14 (13), 2022	9	2022
Replication of real-world evidence in oncology using electronic health record data extracted by machine learning CM Benedum, A Sondhi, E Fidyk, AB Cohen, S Nemeth, B Adamson, ... Cancers 15 (6), 1853, 2023	6	2023
RWD112 Can ML-extracted variables reproduce real world comparative effectiveness results from expert-abstracted data? A case study in metastatic non-small cell lung cancer … A Sondhi, C Benedum, AB Cohen, S Nemeth, S Bozkurt Value in Health 25 (12), S470, 2022	1	2022
P57 Machine learning-accelerated outcomes research: a real-world case study of biomarker-associated overall survival in oncology C Benedum, B Adamson, AB Cohen, M Estevez, A Sondhi, E Fidyk, ... Value in Health 25 (12), S13-S14, 2022	1	2022
Applications of big data approaches to topics in infectious disease epidemiology CM Benedum Boston University, 2019	1	2019
Disease models for event prediction and operational readiness C Corley, LL Pullum, C Benedum, C Noonan, MJ Lancaster, DM Hartley, ... PLoS ONE 9 (3), 2014	1	2014
Statistical modeling of the effect of rainfall flushing on dengue transmission in Singapore. N Markuzon, CM Benedum, OME Seidahmed, EAB Eltahir PLoS Neglected Tropical Diseases 12 (12), 2018		2018
Drivers of emerging infectious diseases as a framework for digital detection SH Olson, CM Benedum, SR Mekaru, ND Preston, JAK Mazet, DO Joly, ...		2016
Association between Folic Acid Supplementation and Neural Tube Defects among High-risk Pregnancies CM Benedum, SE Parker, AA Mitchell, MM Werler PHARMACOEPIDEMIOLOGY AND DRUG SAFETY 24, 267-267, 2015		2015

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