| 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 | 77 | 2016 |
| 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 | 34 | 2020 |
| 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 | 29 | 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 | 27 | 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 | 27* | 2022 |
| 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 | 23 | 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 | 20 | 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 | 20 | 2020 |
| 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 | 15 | 2022 |
| Gamification for machine learning in surgical patient engagement JA Balch, PA Efron, A Bihorac, TJ Loftus Frontiers in Surgery 9, 896351, 2022 | 14 | 2022 |
| 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 | 14 | 2021 |
| 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 | 12 | 2021 |
| 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 | 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 |
| 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 | 10 | 2023 |
| 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 | 9 | 2021 |
| Prevalence and extent of industry support for program directors of surgical fellowships in the United States JA Balch, LA Cooper, AC Filiberto, PE Chan, GA Sarosi, SA Tan Surgery 168 (6), 1101-1105, 2020 | 9 | 2020 |
| 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, ... | 8 | 2023 |
| 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 | 8 | 2022 |
| Safety of laparoscopic inguinal hernia repair in the setting of antithrombotic therapy JA Balch, D Neal, C Crippen, CN Johnson-Mann, TE Read, TJ Loftus, ... Surgical Endoscopy 36 (12), 9011-9018, 2022 | 7 | 2022 |
