Perioperative Risk Assessment

Predictability of Mortality in Patients With Myocardial Injury After Noncardiac Surgery Based on Perioperative Factors via Machine Learning: Retrospective Study

Seo Jeong Shin, Jungchan Park, Seung-Hwa Lee, Kwangmo Yang, Rae Woong Park

JMIR Med Inform 2021 (Oct 14); 9(10):e32771

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Short-Term Event Prediction in the Operating Room (STEP-OP) of Five-Minute Intraoperative Hypotension Using Hybrid Deep Learning: Retrospective Observational Study and Model Development

Sooho Choe, Eunjeong Park, Wooseok Shin, Bonah Koo, Dongjin Shin, Chulwoo Jung, Hyungchul Lee, Jeongmin Kim

JMIR Med Inform 2021 (Sep 30); 9(9):e31311

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Risk Factors for Surgical Site Infection After Lower Limb Revascularization Surgery in Adults With Peripheral Artery Disease: Protocol for a Systematic Review and Meta-analysis

Derek J Roberts, Sudhir K Nagpal, Henry T Stelfox, Tim Brandys, Vicente Corrales-Medina, Luc Dubois, Daniel I McIsaac

JMIR Res Protoc 2021 (Sep 16); 10(9):e28759

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Predicting Kidney Graft Survival Using Machine Learning Methods: Prediction Model Development and Feature Significance Analysis Study

Syed Asil Ali Naqvi, Karthik Tennankore, Amanda Vinson, Patrice C Roy, Syed Sibte Raza Abidi

J Med Internet Res 2021 (Aug 27); 23(8):e26843

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Association of Postoperative Clinical Outcomes With Sarcopenia, Frailty, and Nutritional Status in Older Patients With Colorectal Cancer: Protocol for a Prospective Cohort Study

Nia Angharad Humphry, Thomas Wilson, Michael Christian Cox, Ben Carter, Marco Arkesteijn, Nicola Laura Reeves, Scott Brakenridge, Kathryn McCarthy, John Bunni, John Draper, Jonathan Hewitt

JMIR Res Protoc 2021 (Aug 17); 10(8):e16846

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Novel Assessments of Technical and Nontechnical Cardiac Surgery Quality: Protocol for a Mixed Methods Study

Donald Likosky, Steven J Yule, Michael R Mathis, Roger D Dias, Jason J Corso, Min Zhang, Sarah L Krein, Matthew D Caldwell, Nathan Louis, Allison M Janda, Nirav J Shah, Francis D Pagani, Korana Stakich-Alpirez, Milisa M Manojlovich

JMIR Res Protoc 2021 (Jan 08); 10(1):e22536

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