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 | 118 | 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 | 59 | 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 | 45 | 2019 |
Disease prediction models and operational readiness CD Corley, LL Pullum, DM Hartley, C Benedum, C Noonan, ... PloS one 9 (3), e91989, 2014 | 44 | 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 | 30 | 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 |
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 | 12 | 2022 |
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 |
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 |
HPR128 Benchmarking Clinical Trial Diversity: Methods to Characterize Eligibility-Based Representativeness C Benedum, SD Griffith, S Bozkurt, S Sarkar Value in Health 27 (6), S216, 2024 | | 2024 |
Data-driven strategies for enhancing diversity in oncology clinical trials: Optimization of eligibility criteria. S Griffith, CM Benedum, S Bozkurt, R Bhagat, N Richie, B Lavery, ... Journal of Clinical Oncology 42 (16_suppl), 11020-11020, 2024 | | 2024 |
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 |