| Language models are an effective representation learning technique for electronic health record data E Steinberg, K Jung, JA Fries, CK Corbin, SR Pfohl, NH Shah Journal of biomedical informatics 113, 103637, 2021 | 126 | 2021 |
| Detecting developmental delay and autism through machine learning models using home videos of Bangladeshi children: development and validation study Q Tariq, SL Fleming, JN Schwartz, K Dunlap, C Corbin, P Washington, ... Journal of medical Internet research 21 (4), e13822, 2019 | 92 | 2019 |
| Altered white matter microstructure in 22q11. 2 deletion syndrome: a multisite diffusion tensor imaging study JE Villalón-Reina, K Martínez, X Qu, CRK Ching, TM Nir, D Kothapalli, ... Molecular Psychiatry 25 (11), 2818-2831, 2020 | 74 | 2020 |
| Estimating the efficacy of symptom-based screening for COVID-19 A Callahan, E Steinberg, JA Fries, S Gombar, B Patel, CK Corbin, ... NPJ digital medicine 3 (1), 95, 2020 | 53 | 2020 |
| Personalized antibiograms for machine learning driven antibiotic selection CK Corbin, L Sung, A Chattopadhyay, M Noshad, A Chang, S Deresinksi, ... Communications medicine 2 (1), 38, 2022 | 48 | 2022 |
| Fibernet 2.0: an automatic neural network based tool for clustering white matter fibers in the brain V Gupta, SI Thomopoulos, CK Corbin, F Rashid, PM Thompson 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 40 | 2018 |
| DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record CK Corbin, R Maclay, A Acharya, S Mony, S Punnathanam, R Thapa, ... Journal of the American Medical Informatics Association 30 (9), 1532-1542, 2023 | 28 | 2023 |
| Developing machine learning models to personalize care levels among emergency room patients for hospital admission M Nguyen, CK Corbin, T Eulalio, NP Ostberg, G Machiraju, BJ Marafino, ... Journal of the American Medical Informatics Association 28 (11), 2423-2432, 2021 | 26 | 2021 |
| Development and utility assessment of a machine learning bloodstream infection classifier in pediatric patients receiving cancer treatments L Sung, C Corbin, E Steinberg, E Vettese, A Campigotto, L Lecce, ... BMC cancer 20, 1-9, 2020 | 16 | 2020 |
| Standing on FURM ground: a framework for evaluating fair, useful, and reliable AI models in health care systems A Callahan, D McElfresh, JM Banda, G Bunney, D Char, J Chen, ... NEJM Catalyst Innovations in Care Delivery 5 (10), CAT. 24.0131, 2024 | 15 | 2024 |
| Personalized antibiograms: machine learning for precision selection of empiric antibiotics CK Corbin, RJ Medford, K Osei, JH Chen AMIA Summits on Translational Science Proceedings 2020, 108, 2020 | 14 | 2020 |
| Darmstadt, and Dennis Paul Wall." Detecting developmental delay and autism through machine learning models using home videos of Bangladeshi children: Development and validation … Q Tariq, SL Fleming, JN Schwartz, K Dunlap, C Corbin, P Washington, ... Journal of medical Internet research 21, 0 | 10 | |
| 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) V Gupta, SI Thomopoulos, CK Corbin, F Rashid, PM Thompson IEEE, 2018 | 7 | 2018 |
| Associations between maternal depression and infant fronto-limbic connectivity EL Dennis, A Singh, CK Corbin, N Jahanshad, TC Ho, LS King, ... 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 6 | 2019 |
| Context is key: using the audit log to capture contextual factors affecting stroke care processes M Noshad, CC Rose, R Thombley, J Chiang, CK Corbin, M Nguyen, ... AMIA Annual Symposium Proceedings 2020, 953, 2021 | 5 | 2021 |
| White matter alterations in Parkinson’s disease mapped using tractometry C Corbin, V Gupta, JE Villalon-Reina, TM Nir, FM Rashid, ... BioRxiv, 2017 | 3 | 2017 |
| Using Case Mix Index within Diagnosis-Related Groups to Evaluate Variation in Hospitalization Costs at a Large Academic Medical Center S Pi, J Masterson, SP Ma, CK Corbin, A Milstein, JH Chen AMIA Annual Symposium Proceedings 2023, 1201, 2024 | 2 | 2024 |
| Probabilistic Prediction of Laboratory Test Information Yield Y Jiang, AH Lee, X Ni, CK Corbin, JA Irvin, AY Ng, JH Chen AMIA Annual Symposium Proceedings 2023, 1007, 2024 | 1 | 2024 |
| Avoiding biased clinical machine learning model performance estimates in the presence of label selection CK Corbin, M Baiocchi, JH Chen AMIA Summits on Translational Science Proceedings 2023, 81, 2023 | 1 | 2023 |
| White matter differences in Parkinson’s disease mapped using tractometry CK Corbin, V Gupta, JE Villalon-Reina, TM Nir, FM Rashid, ... bioRxiv, 209858, 2017 | 1 | 2017 |
