Preoperative risk and the association between hypotension and postoperative acute kidney injury MR Mathis, BI Naik, RE Freundlich, AM Shanks, M Heung, M Kim, ... Anesthesiology 132 (3), 461-475, 2020 | 167 | 2020 |
Considerations for integration of perioperative electronic health records across institutions for research and quality improvement: the approach taken by the multicenter … DA Colquhoun, AM Shanks, SR Kapeles, N Shah, L Saager, MT Vaughn, ... Anesthesia & Analgesia 130 (5), 1133-1146, 2020 | 102 | 2020 |
Realistically integrating machine learning into clinical practice: a road map of opportunities, challenges, and a potential future IS Hofer, M Burns, S Kendale, JP Wanderer Anesthesia & Analgesia 130 (5), 1115-1118, 2020 | 41 | 2020 |
Artificial intelligence in critical care P Mathur, ML Burns International anesthesiology clinics 57 (2), 89-102, 2019 | 39 | 2019 |
Association of anesthesiologist staffing ratio with surgical patient morbidity and mortality ML Burns, L Saager, RB Cassidy, G Mentz, GA Mashour, S Kheterpal JAMA surgery 157 (9), 807-815, 2022 | 32 | 2022 |
Early detection of heart failure with reduced ejection fraction using perioperative data among noncardiac surgical patients: a machine-learning approach MR Mathis, MC Engoren, H Joo, MD Maile, KD Aaronson, ML Burns, ... Anesthesia & Analgesia 130 (5), 1188-1200, 2020 | 27 | 2020 |
Characterization of spinel iron-oxide nanocrystals grown on Fe whiskers W Yi, W MoberlyChan, V Narayanamurti, YF Hu, Q Li, I Kaya, M Burns, ... Journal of applied physics 95 (11), 7136-7138, 2004 | 19 | 2004 |
Machine Learning Comes of Age: Local Impact versus National Generalizability ML Burns, S Kheterpal Anesthesiology 132 (5), 939-941, 2020 | 13 | 2020 |
Classification of current procedural terminology codes from electronic health record data using machine learning ML Burns, MR Mathis, J Vandervest, X Tan, B Lu, DA Colquhoun, N Shah, ... Anesthesiology 132 (4), 738-749, 2020 | 13 | 2020 |
Multicenter Perioperative Outcomes Group Investigators: Preoperative risk and the association between hypotension and postoperative acute kidney injury MR Mathis, BI Naik, RE Freundlich, AM Shanks, M Heung, M Kim, ... Anesthesiology 132 (461-475), 10.1097, 2020 | 11 | 2020 |
Neural machine translation–based automated current procedural terminology classification system using procedure text: Development and validation study H Joo, M Burns, SS Kalidaikurichi Lakshmanan, Y Hu, VGV Vydiswaran JMIR formative research 5 (5), e22461, 2021 | 9 | 2021 |
Automated system and method for assigning billing codes to medical procedures ML Burns, J Vandervest, S Kheterpal, NJ Shah, L Saager, J Jeong, ... US Patent 11,288,445, 2022 | 8 | 2022 |
Machine learning for the prediction of procedural case durations developed using a large multicenter database: algorithm development and validation study S Kendale, A Bishara, M Burns, S Solomon, M Corriere, M Mathis JMIR AI 2 (1), e44909, 2023 | 4 | 2023 |
Epidural needle guidance using viscoelastic tissue response BS Simpson, M Burns, RP Dick, L Saager IEEE Journal of Translational Engineering in Health and Medicine 10, 1-11, 2022 | 2 | 2022 |
Re‐evaluating expanding intravenous catheters in medical practice R Vazquez, R Tennankore, A Shikanov, LA Mermel, B Love, ML Burns Health Science Reports 4 (3), e318, 2021 | 2 | 2021 |
Preoperative Risk and the Association between Hypotension and Postoperative Acute Kidney Injury (vol 132, pg 461, 2020) MR Mathis, B Naik, RE Freundlich, AM Shanks, M Heung, M Kim, ... Anesthesiology 132 (4), 937-937, 2020 | 2 | 2020 |
Swellable catheters based on a dynamic expanding inner diameter R Tennankore, M Brunette, T Cox, R Vazquez, A Shikanov, ML Burns, ... Journal of Materials Science: Materials in Medicine 32 (5), 51, 2021 | 1 | 2021 |
Variation in Intraoperative Opioid Administration by Patient, Clinician, and Hospital Contribution ML Burns, P Hilliard, J Vandervest, G Mentz, A Josifoski, J Varghese, ... JAMA Network Open 7 (1), e2351689-e2351689, 2024 | | 2024 |
Development and Testing of a Data Capture Device for Use With Clinical Incentive Spirometers: Testing and Usability Study ML Burns, A Sinha, A Hoffmann, Z Wu, T Medina Inchauste, A Retsky, ... JMIR biomedical engineering 8, e46653, 2023 | | 2023 |
Anesthesiologist Staffing Ratio and Surgical Outcome—Reply S Kheterpal, ML Burns, GA Mashour JAMA surgery 158 (5), 560-561, 2023 | | 2023 |