Deep learning in surgical process Modeling: A systematic review of workflow recognition

Z Liu, K Chen, S Wang, Y Xiao, G Zhang - Journal of Biomedical Informatics, 2025 - Elsevier
Objective: The application of artificial intelligence (AI) in health care has led to a surge of
interest in surgical process modeling (SPM). The objective of this study is to investigate the …

Effective Teaching for the Surgical Culture

BD Gillis, F Afridi, F Salisbury, S Mitchem… - Current Surgery …, 2024 - Springer
Abstract Purpose of Review The education of surgeons takes place within a unique surgical
culture, and also forms this culture, with its inherent challenges and values. We aim to …

Internal and external factors affecting the performance score of surgical trainees doing laparoscopic appendectomy: a prospective, observational cohort study in a …

B Skjold-Ødegaard, HL Ersdal, J Assmus, K Søreide - Surgical Endoscopy, 2024 - Springer
Background Laparoscopic appendectomy is a common procedure and introduced early in
general surgical training. How internal (ie surgeon's experience) or external (ie disease …

Cutting Skill Assessment by Motion Analysis Using Deep Learning and Spatial Marker Tracking

BQ Su, XD Ma, W Li, ZA Kuang, Y Gong… - IEEE Transactions …, 2025 - ieeexplore.ieee.org
The assessment of surgical skill is crucial for indicating a surgeon's proficiency. While
motion analysis of surgical tools is widely used in endoscopic surgery, it is not commonly …

Wrist Tremor Assessment in Neurosurgical Residents Using a Smartwatch

L Berger, L Civilla, P Dodier, K Rössler… - Available at SSRN … - papers.ssrn.com
Abstract Background and Objectives: The outcome of microvascular surgical procedures
relies on eye-hand coordination, and confidence acquired during qualified training. The …

[PDF][PDF] A Feature Engineering Approach Based on the Data Gathered from a VR Environment Using Haptic Interface to Increase the Applicability of ML Methods

G Tonbul, D Topallı, NE Cagiltay - GROUP 5 (TR) - researchgate.net
Haptic technology has been used as a tool in many different research areas to analyze
human behavior depending on the characteristics of hand movement during interaction with …