| Enabling phenotypic big data with PheNorm S Yu, Y Ma, J Gronsbell, T Cai, AN Ananthakrishnan, VS Gainer, ... Journal of the American Medical Informatics Association 25 (1), 54-60, 2018 | 97 | 2018 |
| High-throughput multimodal automated phenotyping (MAP) with application to PheWAS KP Liao, J Sun, TA Cai, N Link, C Hong, J Huang, JE Huffman, ... Journal of the American Medical Informatics Association 26 (11), 1255-1262, 2019 | 75 | 2019 |
| Changes in the top 25 reasons for primary care visits during the COVID-19 pandemic in a high-COVID region of Canada E Stephenson, DA Butt, J Gronsbell, C Ji, B O’Neill, N Crampton, K Tu PloS one 16 (8), e0255992, 2021 | 68 | 2021 |
| Machine learning approaches for electronic health records phenotyping: a methodical review S Yang, P Varghese, E Stephenson, K Tu, J Gronsbell Journal of the American Medical Informatics Association 30 (2), 367-381, 2023 | 43 | 2023 |
| Changes in primary care visits arising from the COVID-19 pandemic: an international comparative study by the International Consortium of Primary Care Big Data Researchers … K Tu, RS Kristiansson, J Gronsbell, S de Lusignan, S Flottorp, LH Goh, ... BMJ open 12 (5), e059130, 2022 | 41 | 2022 |
| Automated feature selection of predictors in electronic medical records data J Gronsbell, J Minnier, S Yu, K Liao, T Cai Biometrics 75 (1), 268-277, 2019 | 39 | 2019 |
| Semi-supervised approaches to efficient evaluation of model prediction performance JL Gronsbell, T Cai Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2018 | 37 | 2018 |
| A computable phenotype improves cohort ascertainment in a pediatric pulmonary hypertension registry A Geva, JL Gronsbell, T Cai, T Cai, SN Murphy, JC Lyons, MM Heinz, ... The Journal of pediatrics 188, 224-231. e5, 2017 | 28 | 2017 |
| Toward a mobile platform for real-world digital measurement of depression: user-centered design, data quality, and behavioral and clinical modeling S Nickels, MD Edwards, SF Poole, D Winter, J Gronsbell, B Rozenkrants, ... JMIR mental health 8 (8), e27589, 2021 | 27 | 2021 |
| Changes in family medicine visits across sociodemographic groups after the onset of the COVID-19 pandemic in Ontario: a retrospective cohort study E Stephenson, B O’Neill, J Gronsbell, DA Butt, N Crampton, C Ji, S Kalia, ... Canadian Medical Association Open Access Journal 9 (2), E651-E658, 2021 | 24 | 2021 |
| Exact inference for the random‐effect model for meta‐analyses with rare events J Gronsbell, C Hong, L Nie, Y Lu, L Tian Statistics in medicine 39 (3), 252-264, 2020 | 22 | 2020 |
| A holistic approach for suppression of COVID-19 spread in workplaces and universities SF Poole, J Gronsbell, D Winter, S Nickels, R Levy, B Fu, M Burq, S Saeb, ... PloS one 16 (8), e0254798, 2021 | 20 | 2021 |
| Formal medical knowledge representation supports deep learning algorithms, bioinformatics pipelines, genomics data analysis, and big data processes F Dhombres, J Charlet Yearbook of medical informatics 28 (01), 152-155, 2019 | 17 | 2019 |
| Efficient evaluation of prediction rules in semi-supervised settings under stratified sampling J Gronsbell, M Liu, L Tian, T Cai Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022 | 16* | 2022 |
| Common first-pass CT angiography findings associated with rapid growth rate in abdominal aorta aneurysms between 3 and 5 cm in largest diameter A Aghayev, AA Giannopoulos, J Gronsbell, E George, T Cai, ML Steigner, ... American Journal of Roentgenology 210 (2), 431-437, 2018 | 16 | 2018 |
| Pediatric Pulmonary Hypertension Network and National Heart, Lung, and Blood Institute Pediatric Pulmonary Vascular Disease Outcomes Bioinformatics Clinical Coordinating Center … A Geva, JL Gronsbell, T Cai, T Cai, SN Murphy, JC Lyons, MM Heinz, ... J Pediatr 188, 224-231, 2017 | 16 | 2017 |
| A comparison of feature selection and classification algorithms in identifying baseball pitches A Attarian, G Danis, J Gronsbell, G Iervolino, H Tran International MultiConference of Engineers and Computer Scientists, 263-268, 2013 | 8 | 2013 |
| Disruptions in primary care among people with schizophrenia in Ontario, Canada, during the COVID-19 pandemic E Stephenson, A Yusuf, J Gronsbell, K Tu, O Melamed, T Mitiku, P Selby, ... The Canadian Journal of Psychiatry 68 (6), 426-435, 2023 | 7 | 2023 |
| Baseball pitch classification: a bayesian method and dimension reduction investigation A Attarian, G Danis, J Gronsbell, G Iervolino, L Layne, D Padgett, H Tran IAENG Transactions on Engineering Sciences, 392-399, 2014 | 7 | 2014 |
| Limited Hospital variation in the use and yield of CT for pulmonary embolism in patients undergoing total hip or total knee replacement surgery KK Kumamaru, H Kumamaru, BT Bateman, J Gronsbell, T Cai, J Liu, ... Radiology 281 (3), 826-834, 2016 | 5 | 2016 |
