Perioperative Software Tools for Clinicians

Application of AI Models for Preventing Surgical Complications: Scoping Review of Clinical Readiness and Barriers to Implementation

Kjersti Mevik, Ashenafi Zebene Woldaregay, Eva Lindell Jonsson, Miguel Tejedor, Claire Temple-Oberle

JMIR AI 2026 (Feb 17); 5:e75064

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Developing a Machine Learning Model for Predicting 30-Day Major Adverse Cardiac and Cerebrovascular Events in Patients Undergoing Noncardiac Surgery: Retrospective Study

Ju-Seung Kwun, Houng-Beom Ahn, Si-Hyuck Kang, Sooyoung Yoo, Seok Kim, Wongeun Song, Junho Hyun, Ji Seon Oh, Gakyoung Baek, Jung-Won Suh

J Med Internet Res 2025 (Apr 09); 27:e66366

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A Serious Game to Study Reduced Field of View in Keyhole Surgery: Development and Experimental Study

Phoebe Whitley, Connor Creasey, Matthew J Clarkson, Stephen Thompson

JMIR Serious Games 2025 (Feb 11); 13:e56269

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Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach

Ajan Subramanian, Rui Cao, Emad Kasaeyan Naeini, Seyed Amir Hossein Aqajari, Thomas D Hughes, Michael-David Calderon, Kai Zheng, Nikil Dutt, Pasi Liljeberg, Sanna Salanterä, Ariana M Nelson, Amir M Rahmani

JMIR Form Res 2025 (Jan 27); 9:e67969

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Acceptance of Virtual Reality in Trainees Using a Technology Acceptance Model: Survey Study

Ellen Y Wang, Daniel Qian, Lijin Zhang, Brian S-K Li, Brian Ko, Michael Khoury, Meghana Renavikar, Avani Ganesan, Thomas J Caruso

JMIR Med Educ 2024 (Dec 23); 10:e60767

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Usability Testing of a Digitized Interventional Prehabilitation Tool for Health Care Professionals and Patients Before Major Surgeries: Formative and Summative Evaluation

Andreas A Schnitzbauer, Charlotte Detemble, Sara Fatima Faqar-Uz-Zaman, Julia Dreilich, Lisa Mohr, Svenja Sliwinski, Dora Zmuc, Mark Siller, Johannes Fleckenstein

JMIR Form Res 2024 (Dec 11); 8:e59513

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Hospital Length of Stay Prediction for Planned Admissions Using Observational Medical Outcomes Partnership Common Data Model: Retrospective Study

Haeun Lee, Seok Kim, Hui-Woun Moon, Ho-Young Lee, Kwangsoo Kim, Se Young Jung, Sooyoung Yoo

J Med Internet Res 2024 (Nov 22); 26:e59260

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Patterns and Perceptions of Standard Order Set Use Among Physicians Working Within a Multihospital System: Mixed Methods Study

Sundresan Naicker, Amina Tariq, Raelene Donovan, Honor Magon, Nicole White, Joshua Simmons, Steven M McPhail

JMIR Form Res 2024 (Nov 08); 8:e54022

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Effectiveness of Virtual Reality in Reducing Perceived Pain and Anxiety Among Patients Within a Hospital System: Protocol for a Mixed Methods Study

Ajay Mittal, Jonathan Wakim, Suhaiba Huq, Tung Wynn

JMIR Res Protoc 2024 (May 09); 13:e52649

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Predicting Waist Circumference From a Single Computed Tomography Image Using a Mobile App (Measure It): Development and Evaluation Study

Abderrahmen Masmoudi, Amine Zouari, Ahmed Bouzid, Kais Fourati, Soulaimen Baklouti, Mohamed Ben Amar, Salah Boujelben

JMIRx Med 2023 (Dec 12); 4:e38852

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JMIR Perioperative Medicine: A Global Journal for Publishing Interdisciplinary Innovations, Research, and Perspectives

Nidhi Rohatgi

JMIR Perioper Med 2023 (Nov 21); 6:e54344

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An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation

Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth Waterman

JMIR Perioper Med 2023 (Jan 26); 6:e39650

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Evaluation of Telemedicine Use for Anesthesiology Pain Division: Retrospective, Observational Case Series Study

Laleh Jalilian, Irene Wu, Jakun Ing, Xuezhi Dong, Joshua Sadik, George Pan, Heather Hitson, Erin Thomas, Tristan Grogan, Michael Simkovic, Nirav Kamdar

JMIR Perioper Med 2022 (Apr 27); 5(1):e33926

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The Use of Electronic Consultations in Outpatient Surgery Clinics: Synthesized Narrative Review

Thomas Payne, Jasmina Kevric, Wanda Stelmach, Henry To

JMIR Perioper Med 2022 (Apr 14); 5(1):e34661

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Novel Analgesic Index for Postoperative Pain Assessment Based on a Photoplethysmographic Spectrogram and Convolutional Neural Network: Observational Study

Byung-Moon Choi, Ji Yeon Yim, Hangsik Shin, Gyujeong Noh

J Med Internet Res 2021 (Feb 03); 23(2):e23920

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Comparison of the Effects of Automated and Manual Record Keeping on Anesthetists’ Monitoring Performance: Randomized Controlled Simulation Study

Man-Kei Tse, Simon Y W Li, Tsz Hin Chiu, Chung Wai Lau, Ka Man Lam, Chun Pong Benny Cheng

JMIR Hum Factors 2020 (Jun 16); 7(2):e16036

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Evaluation of an Anesthesia Dashboard Functional Model Based on a Manufacturer-Independent Communication Standard: Comparative Feasibility Study

Marian Ohligs, Carina Pereira, Verena Voigt, Marcus Koeny, Armin Janß, Rolf Rossaint, Michael Czaplik

JMIR Hum Factors 2019 (May 01); 6(2):e12553

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Increasing Completion Rate and Benefits of Checklists: Prospective Evaluation of Surgical Safety Checklists With Smart Glasses

Thomas Boillat, Peter Grantcharov, Homero Rivas

JMIR Mhealth Uhealth 2019 (Apr 29); 7(4):e13447

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A Digital Cognitive Aid for Anesthesia to Support Intraoperative Crisis Management: Results of the User-Centered Design Process

Stefanie Schild, Brita Sedlmayr, Ann-Kathrin Schumacher, Martin Sedlmayr, Hans-Ulrich Prokosch, Michael St.Pierre, German Cognitive Aid Working Group

JMIR Mhealth Uhealth 2019 (Apr 29); 7(4):e13226

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Anesthesiology Control Tower—Feasibility Assessment to Support Translation (ACTFAST): Mixed-Methods Study of a Novel Telemedicine-Based Support System for the Operating Room

Teresa Murray-Torres, Aparna Casarella, Mara Bollini, Frances Wallace, Michael S Avidan, Mary C Politi

JMIR Hum Factors 2019 (Apr 23); 6(2):e12155

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