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Michael Burns, PhD, MD
Michael Burns, PhD, MD
Assistant Professor of Anesthesiology
在 umich.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
1672020
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
1022020
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
412020
Artificial intelligence in critical care
P Mathur, ML Burns
International anesthesiology clinics 57 (2), 89-102, 2019
392019
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
322022
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
272020
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
192004
Machine Learning Comes of Age: Local Impact versus National Generalizability
ML Burns, S Kheterpal
Anesthesiology 132 (5), 939-941, 2020
132020
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
132020
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
112020
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
92021
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
82022
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
42023
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
22022
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
22021
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
22020
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
12021
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
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