| A comparison of random forest variable selection methods for classification prediction modeling JL Speiser, ME Miller, J Tooze, E Ip Expert systems with applications 134, 93-101, 2019 | 1328 | 2019 |
| Methods for analysis of pre-post data in clinical research: a comparison of five common methods NS O'Connell, L Dai, Y Jiang, JL Speiser, R Ward, W Wei, R Carroll, ... Journal of biometrics & biostatistics 8 (1), 1, 2017 | 224 | 2017 |
| Quantitative analysis of mitochondrial morphology and membrane potential in living cells using high-content imaging, machine learning, and morphological binning AP Leonard, RB Cameron, JL Speiser, BJ Wolf, YK Peterson, ... Biochimica et Biophysica Acta (BBA)-Molecular Cell Research 1853 (2), 348-360, 2015 | 176 | 2015 |
| The natural history of severe acute liver injury DG Koch, JL Speiser, V Durkalski, RJ Fontana, T Davern, B McGuire, ... Official journal of the American College of Gastroenterology| ACG 112 (9 …, 2017 | 146 | 2017 |
| High-sensitivity C-reactive protein modifies the cardiovascular risk of lipoprotein (a) multi-ethnic study of atherosclerosis W Zhang, JL Speiser, F Ye, MY Tsai, M Cainzos-Achirica, K Nasir, ... Journal of the American College of Cardiology 78 (11), 1083-1094, 2021 | 126 | 2021 |
| A random forest method with feature selection for developing medical prediction models with clustered and longitudinal data JL Speiser Journal of biomedical informatics 117, 103763, 2021 | 64 | 2021 |
| Elevated FABP1 serum levels are associated with poorer survival in acetaminophen‐induced acute liver failure CJ Karvellas, JL Speiser, M Tremblay, WM Lee, CF Rose, ... Hepatology 65 (3), 938-949, 2017 | 62 | 2017 |
| BiMM forest: A random forest method for modeling clustered and longitudinal binary outcomes JL Speiser, BJ Wolf, D Chung, CJ Karvellas, DG Koch, VL Durkalski Chemometrics and Intelligent Laboratory Systems 185, 122-134, 2019 | 57 | 2019 |
| Machine learning in aging: an example of developing prediction models for serious fall injury in older adults JL Speiser, KE Callahan, DK Houston, J Fanning, TM Gill, JM Guralnik, ... The Journals of Gerontology: Series A 76 (4), 647-654, 2021 | 56 | 2021 |
| Random forest classification of etiologies for an orphan disease JL Speiser, VL Durkalski, WM Lee Statistics in medicine 34 (5), 887-899, 2015 | 54 | 2015 |
| Food insecurity is associated with an increased prevalence of comorbid medical conditions in obese adults: NHANES 2007–2014 D Palakshappa, JL Speiser, GE Rosenthal, MZ Vitolins Journal of general internal medicine 34, 1486-1493, 2019 | 42 | 2019 |
| Protective effect of soft contact lenses after Boston keratoprosthesis LL Kammerdiener, JL Speiser, JV Aquavella, M Harissi-Dagher, ... British Journal of Ophthalmology 100 (4), 549-552, 2016 | 41 | 2016 |
| A novel microRNA-based prognostic model outperforms standard prognostic models in patients with acetaminophen-induced acute liver failure OD Tavabie, CJ Karvellas, S Salehi, JL Speiser, CF Rose, K Menon, ... Journal of hepatology 75 (2), 424-434, 2021 | 37 | 2021 |
| BiMM tree: a decision tree method for modeling clustered and longitudinal binary outcomes JL Speiser, BJ Wolf, D Chung, CJ Karvellas, DG Koch, VL Durkalski Communications in Statistics-Simulation and Computation 49 (4), 1004-1023, 2020 | 33 | 2020 |
| Predicting outcome on admission and post-admission for acetaminophen-induced acute liver failure using classification and regression tree models JL Speiser, WM Lee, CJ Karvellas, US Acute Liver Failure Study Group PloS one 10 (4), e0122929, 2015 | 32 | 2015 |
| Use of the molecular adsorbent recirculating system in acute liver failure: results of a multicenter propensity score-matched study AJ MacDonald, RM Subramanian, JC Olson, JL Speiser, ... Critical Care Medicine 50 (2), 286-295, 2022 | 31 | 2022 |
| Clinical and neurologic outcomes in acetaminophen-induced acute liver failure: a 21-year multicenter cohort study AJ MacDonald, JL Speiser, DR Ganger, KM Nilles, BJ Orandi, AM Larson, ... Clinical Gastroenterology and Hepatology 19 (12), 2615-2625. e3, 2021 | 29 | 2021 |
| Predicting daily outcomes in acetaminophen-induced acute liver failure patients with machine learning techniques JL Speiser, CJ Karvellas, BJ Wolf, D Chung, DG Koch, VL Durkalski Computer methods and programs in biomedicine 175, 111-120, 2019 | 29 | 2019 |
| Real-World Efficacy of the Hybrid Closed-Loop System CO Usoh, CP Johnson, JL Speiser, R Bundy, A Dharod, JA Aloi Journal of Diabetes Science and Technology, 1932296820985103, 2020 | 25 | 2020 |
| Impact of structured interdisciplinary bedside rounding on patient outcomes at a large academic health centre PR Sunkara, T Islam, A Bose, GE Rosenthal, P Chevli, H Jogu, LA Tk, ... BMJ quality & safety 29 (7), 569-575, 2020 | 24 | 2020 |
