| Using computer vision to improve endoscopic disease quantification in therapeutic clinical trials of ulcerative colitis RW Stidham, L Cai, S Cheng, F Rajaei, T Hiatt, E Wittrup, MD Rice, ... Gastroenterology 166 (1), 155-167. e2, 2024 | 49 | 2024 |
| AI-based decision support system for traumatic brain injury: a survey F Rajaei, S Cheng, CA Williamson, E Wittrup, K Najarian Diagnostics 13 (9), 1640, 2023 | 19 | 2023 |
| Evaluation of musculoskeletal re-injury occurrence in previously concussed national football league athletes EM Wittrup, LA Fox, KM Breedlove, AK Memmini, SP Broglio Open access journal of sports medicine, 169-176, 2020 | 14 | 2020 |
| Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data Y Zhang, JR Golbus, E Wittrup, KD Aaronson, K Najarian BMC medical informatics and decision making 24 (1), 53, 2024 | 12 | 2024 |
| Identification of digital twins to guide interpretable AI for diagnosis and prognosis in heart failure F Gu, AJ Meyer, F Ježek, S Zhang, T Catalan, A Miller, NA Schenk, ... NPJ Digital Medicine 8 (1), 110, 2025 | 9 | 2025 |
| AI-based computational methods in early drug discovery and post market drug assessment: a survey F Rajaei, C Minoccheri, E Wittrup, RC Wilson, BD Athey, GS Omenn, ... IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2024 | 9 | 2024 |
| Increasing efficiency of SVMp+ for handling missing values in healthcare prediction Y Zhang, Z Gao, E Wittrup, J Gryak, K Najarian PLOS Digital Health 2 (6), e0000281, 2023 | 9 | 2023 |
| Learning using privileged information with logistic regression on acute respiratory distress syndrome detection Z Gao, S Cheng, E Wittrup, J Gryak, K Najarian Artificial Intelligence in Medicine 156, 102947, 2024 | 8 | 2024 |
| Three-stage framework for accurate pediatric chest x-ray diagnosis using self-supervision and transfer learning on small datasets Y Zhang, J Kohne, E Wittrup, K Najarian Diagnostics 14 (15), 1634, 2024 | 7 | 2024 |
| CoxFNN: Interpretable machine learning method for survival analysis Y Zhang, E Wittrup, K Najarian 2024 46th Annual International Conference of the IEEE Engineering in …, 2024 | 5 | 2024 |
| Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network Y Zhang, KD Aaronson, J Gryak, E Wittrup, C Minoccheri, JR Golbus, ... Plos one 18 (11), e0295016, 2023 | 5 | 2023 |
| Evaluation of capacitive ecg for unobtrusive atrial fibrillation monitoring W Zhang, Z Li, J Gryak, P Gunaratne, E Wittrup, K Najarian IEEE Sensors Letters 7 (10), 1-4, 2023 | 5 | 2023 |
| A comparison of interpretable machine learning approaches to identify outpatient clinical phenotypes predictive of first acute myocardial infarction M Hodgman, C Minoccheri, M Mathis, E Wittrup, K Najarian Diagnostics 14 (16), 1741, 2024 | 4 | 2024 |
| Artificial intelligence for quantifying endoscopic mucosal ulceration in Crohn’s disease L Cai, E Wittrup, C Minoccheri, T Hiatt, M Rice, S Bishu, A Stojmirovic, ... Clinical Gastroenterology and Hepatology, 2025 | 2 | 2025 |
| Leveraging Multi-Annotator Label Uncertainties as Privileged Information for Acute Respiratory Distress Syndrome Detection in Chest X-ray Images Z Gao, E Wittrup, K Najarian Bioengineering 11 (2), 133, 2024 | 2 | 2024 |
| Systems and methods for classifying encrypted data using an encrypted machine learning model K Najarian, A Wood, C Minoccheri, E Wittrup, J GRYAK, R Wilson, ... US Patent App. 18/443,677, 2025 | 1 | 2025 |
| AI post-intervention operational and functional outcomes prediction in ischemic stroke patients using MRIs E Wittrup, J Reavey-Cantwell, AS Pandey, DJ Rivet II, K Najarian BMC Medical Imaging 25 (1), 329, 2025 | 1 | 2025 |
| Adapting segment anything model for hematoma segmentation in traumatic brain injury L Cai, C Williamson, A Nguyen, E Wittrup, K Najarian Discover Imaging 2 (1), 6, 2025 | 1 | 2025 |
| EvolveFNN: An interpretable framework for early detection using longitudinal electronic health record data Y Zhang, E Wittrup, M Hodgman, M Mathis, K Najarian IEEE Journal of Biomedical and Health Informatics, 2025 | 1 | 2025 |
| AXpert: human expert facilitated privacy-preserving large language models for abdominal X-ray report labeling Y Zhang, JG Kohne, K Webster, R Vartanian, E Wittrup, K Najarian JAMIA open 8 (1), 2024 | 1 | 2024 |
