| Survey of hepatitis B knowledge and stigma among chronically infected patients and uninfected persons in Beijing, China J Huang, ML Guan, J Balch, E Wu, H Rao, A Lin, L Wei, AS Lok Liver International 36 (11), 1595-1603, 2016 | 84 | 2016 |
| Phenotype clustering in health care: a narrative review for clinicians TJ Loftus, B Shickel, JA Balch, PJ Tighe, KL Abbott, B Fazzone, ... Frontiers in Artificial Intelligence 5, 842306, 2022 | 51 | 2022 |
| Uncertainty-aware deep learning in healthcare: a scoping review TJ Loftus, B Shickel, MM Ruppert, JA Balch, T Ozrazgat-Baslanti, PJ Tighe, ... PLOS digital health 1 (8), e0000085, 2022 | 42 | 2022 |
| Uncertainty-aware deep learning in healthcare: A scoping review. PLOS Digit Health 1 (8): e0000085 TJ Loftus, B Shickel, MM Ruppert, JA Balch, T Ozrazgat-Baslanti, PJ Tighe | 42* | 2022 |
| Intelligent, autonomous machines in surgery TJ Loftus, AC Filiberto, J Balch, AL Ayzengart, PJ Tighe, P Rashidi, ... journal of surgical research 253, 92-99, 2020 | 41 | 2020 |
| Surgeons’ perspectives on artificial intelligence to support clinical decision-making in trauma and emergency contexts: results from an international survey L Cobianchi, D Piccolo, F Dal Mas, V Agnoletti, L Ansaloni, J Balch, W Biffl, ... World Journal of Emergency Surgery 18 (1), 1, 2023 | 34 | 2023 |
| Decision analysis and reinforcement learning in surgical decision-making TJ Loftus, AC Filiberto, Y Li, J Balch, AC Cook, PJ Tighe, PA Efron, ... Surgery 168 (2), 253-266, 2020 | 30 | 2020 |
| Artificial Intelligence–enabled Decision Support in Surgery: State-of-the-art and Future Directions TJ Loftus, MS Altieri, JA Balch, KL Abbott, J Choi, JS Marwaha, ... Annals of Surgery 278 (1), 51-58, 2023 | 26 | 2023 |
| Opportunities for machine learning to improve surgical ward safety TJ Loftus, PJ Tighe, AC Filiberto, J Balch, GR Upchurch Jr, P Rashidi, ... The American Journal of Surgery 220 (4), 905-913, 2020 | 26 | 2020 |
| Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review JA Balch, MM Ruppert, TJ Loftus, Z Guan, Y Ren, GR Upchurch, ... JMIR Medical Informatics 11, e48297, 2023 | 19 | 2023 |
| Methods for phenotyping adult patients in sepsis and septic shock: a scoping review H Li, A Markal, JA Balch, TJ Loftus, PA Efron, T Ozrazgat-Baslanti, ... Critical Care Explorations 4 (4), 2022 | 19 | 2022 |
| Gamification for machine learning in surgical patient engagement JA Balch, PA Efron, A Bihorac, TJ Loftus Frontiers in Surgery 9, 896351, 2022 | 18 | 2022 |
| Association of postoperative undertriage to hospital wards with mortality and morbidity TJ Loftus, MM Ruppert, T Ozrazgat-Baslanti, JA Balch, PA Efron, PJ Tighe, ... JAMA Network Open 4 (11), e2131669-e2131669, 2021 | 16 | 2021 |
| Machine learning applications in solid organ transplantation and related complications JA Balch, D Delitto, PJ Tighe, A Zarrinpar, PA Efron, P Rashidi, ... Frontiers in Immunology 12, 739728, 2021 | 16 | 2021 |
| Federated learning for preserving data privacy in collaborative healthcare research TJ Loftus, MM Ruppert, B Shickel, T Ozrazgat-Baslanti, JA Balch, PA Efron, ... Digital Health 8, 20552076221134455, 2022 | 14 | 2022 |
| Defining critical illness using immunological endotypes in patients with and without of sepsis: A cohort study JA Balch, UI Chen, O Liesenfeld, P Starostik, TJ Loftus, PA Efron, ... | 12 | 2023 |
| Postoperative overtriage to an intensive care unit is associated with low value of care TJ Loftus, MM Ruppert, T Ozrazgat-Baslanti, JA Balch, B Shickel, D Hu, ... Annals of Surgery 277 (2), 179-185, 2023 | 12 | 2023 |
| Predictive Modeling for Readmission to Intensive Care: A Systematic Review MM Ruppert, TJ Loftus, C Small, H Li, T Ozrazgat-Baslanti, J Balch, ... Critical Care Explorations 5 (1), 2023 | 11 | 2023 |
| Should physicians consider the environmental effects of prescribing antibiotics? J Balch, JH Schoen, PK Patel AMA Journal of Ethics 19 (10), 957-965, 2017 | 11 | 2017 |
| Bridging the artificial intelligence valley of death in surgical decision-making J Balch, GR Upchurch, A Bihorac, TJ Loftus Surgery 169 (4), 746-748, 2021 | 10 | 2021 |