Computer vision analysis of intraoperative video: automated recognition of operative steps in laparoscopic sleeve gastrectomy

DA Hashimoto, G Rosman, ER Witkowski… - Annals of …, 2019 - journals.lww.com
Objective (s): To develop and assess AI algorithms to identify operative steps in
laparoscopic sleeve gastrectomy (LSG). Background: Computer vision, a form of artificial …

The what? How? And who? Of video based assessment

CM Pugh, DA Hashimoto, JR Korndorffer Jr - The American Journal of …, 2021 - Elsevier
Background Currently, there is significant variability in the development, implementation and
overarching goals of video review for assessment of surgical performance. Methods This …

Unravelling the polyphony in clinical reasoning research in medical education

C Koufidis, K Manninen, J Nieminen… - Journal of Evaluation …, 2021 - Wiley Online Library
Rationale Clinical reasoning lies at the heart of medical practice and has a long research
tradition. Nevertheless, research is scattered across diverse academic disciplines with …

What are the principles that guide behaviors in the operating room?: Creating a framework to define and measure performance

A Madani, MC Vassiliou, Y Watanabe… - Annals of …, 2017 - journals.lww.com
Objective: To identify the core principles that guide expert intraoperative behaviors and to
use these principles to develop a universal framework that defines intraoperative …

Situating artificial intelligence in surgery: a focus on disease severity

JR Korndorffer Jr, MT Hawn, DA Spain… - Annals of …, 2020 - journals.lww.com
Objectives: Artificial intelligence (AI) has numerous applications in surgical quality
assurance. We assessed AI accuracy in evaluating the critical view of safety (CVS) and …

Current applications of artificial intelligence for intraoperative decision support in surgery

AJ Navarrete-Welton, DA Hashimoto - Frontiers of Medicine, 2020 - Springer
Research into medical artificial intelligence (AI) has made significant advances in recent
years, including surgical applications. This scoping review investigated AI-based decision …

Idle time: an underdeveloped performance metric for assessing surgical skill

ALD D'Angelo, DN Rutherford, RD Ray, S Laufer… - The American journal of …, 2015 - Elsevier
Background The aim of this study was to evaluate validity evidence using idle time as a
performance measure in open surgical skills assessment. Methods This pilot study tested …

Representation, interaction and interpretation. Making sense of the context in clinical reasoning

C Koufidis, K Manninen, J Nieminen… - Medical …, 2022 - Wiley Online Library
Background All thinking occurs in some sort of context, rendering the relation between
context and clinical reasoning a matter of significant interest. Context, however, has a …

Embedding robotic surgery into routine practice and impacts on communication and decision making: a review of the experience of surgical teams

R Randell, S Honey, N Alvarado, A Pearman… - Cognition, Technology & …, 2016 - Springer
While an increasing number of healthcare providers are purchasing surgical robots because
of anticipated improvements in patient outcomes, their implementation into practice is highly …

[HTML][HTML] Cognitive informatics in biomedicine and healthcare

VL Patel, TG Kannampallil - Journal of biomedical informatics, 2015 - Elsevier
Cognitive Informatics (CI) is a burgeoning interdisciplinary domain comprising of the
cognitive and information sciences that focuses on human information processing …