Surgical phase classification and operative skill assessment through spatial context aware CNNs and time-invariant feature extracting autoencoders

Video Grading of Pancreatic Anastomoses During Robotic Pancreatoduodenectomy to Assess both Learning Curve and the Risk of Pancreatic Fistula – A Post Hoc Analysis of the LAELAPS-3 Training Program

(2023) Bram L.J. van den Broek et al.   ANNALS OF SURGERY

Analysing multi-perspective patient-related data during laparoscopic gynaecology procedures

(2023) Nour Aldeen Jalal et al.   Scientific Reports

Application of a highly simulated and adaptable training system in the laparoscopic training course for surgical residents: Experience from a high-volume teaching hospital in China

(2023) Xueliang Zhou et al.   Heliyon

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

(2023) Martin Wagner et al.   MEDICAL IMAGE ANALYSIS

Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches

(2023) Nour Aldeen Jalal et al.   SENSORS

Video-based assessment (VBA) of an open, simulated orthopedic surgical procedure: a pilot study using a single-angle camera to assess surgical skill and decision making

(2023) Obaid Al-Hubaishi et al.   Journal of Orthopaedic Surgery and Research

A Prospective Study Using Propensity Score Matching to Compare Long-term Survival Outcomes After Robotic-assisted, Laparoscopic or Open Liver Resection for Patients with BCLC Stage 0-A Hepatocellular Carcinoma

(2022) Peng Zhu et al.   ANNALS OF SURGERY

Comparative Effectiveness of Enhanced Recovery After Surgery Program Combined With Single-Incision Laparoscopic Surgery in Colorectal Cancer Surgery: A Retrospective Analysis

(2022) Changgang Wang et al.   Frontiers in Oncology

Autonomous robotic laparoscopic surgery for intestinal anastomosis

(2022) H. Saeidi et al.   Science Robotics

A deep learning framework for real‐time 3D model registration in robot‐assisted laparoscopic surgery

(2022) Erica Padovan et al.   International Journal of Medical Robotics and Computer Assisted Surgery

Machine learning for technical skill assessment in surgery: a systematic review

(2022) Kyle Lam et al.   npj Digital Medicine

Application of Improved Robot-assisted Laparoscopic Telesurgery with 5G Technology in Urology

(2022) Jianmin Li et al.   EUROPEAN UROLOGY

Risk factors associated with venous thromboembolism in laparoscopic surgery in non-obese patients with benign disease

(2022) Daiji Kano et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Development of a procedure‐specific tool for skill assessment in left‐ and right‐sided laparoscopic complete mesocolic excision

(2022) Tora Rydtun Haug et al.   Colorectal Disease

Outcome and learning curve for laparoscopic intra-corporeal inguinal hernia repair in children

(2022) Adrian Chi Heng Fung et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Assessment of blood perfusion quality in laparoscopic colorectal surgery by means of Machine Learning

(2022) Pasquale Arpaia et al.   Scientific Reports

Endoscopy, video capsule endoscopy, and biopsy for automated celiac disease detection: A review

(2022) V. Jahmunah et al.   Biocybernetics and Biomedical Engineering

Exploring Segment-Level Semantics for Online Phase Recognition From Surgical Videos

(2022) Xinpeng Ding et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multi-Stage Temporal Convolutional Network with Moment Loss and Positional Encoding for Surgical Phase Recognition

(2022) Minyoung Park et al.   Diagnostics

Laparoscopic vs Open Distal Gastrectomy for Locally Advanced Gastric Cancer

(2021) Changming Huang et al.   JAMA Surgery

Effect of laparoscopic surgery for colorectal cancer with N. O. S. E. on recovery and prognosis of patients

(2020) Jun Bu et al.   MINIMALLY INVASIVE THERAPY & ALLIED TECHNOLOGIES

Machine Learning for Surgical Phase Recognition

(2020) Carly R. Garrow et al.   ANNALS OF SURGERY

A Comprehensive Survey on Transfer Learning

(2020) Fuzhen Zhuang et al.   PROCEEDINGS OF THE IEEE

Multi-task recurrent convolutional network with correlation loss for surgical video analysis

(2019) Yueming Jin et al.   MEDICAL IMAGE ANALYSIS

Real-time automatic surgical phase recognition in laparoscopic sigmoidectomy using the convolutional neural network-based deep learning approach

(2019) Daichi Kitaguchi et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network

(2018) Yueming Jin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery

(2018) Hassan Al Hajj et al.   MEDICAL IMAGE ANALYSIS

EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

(2017) Andru P. Twinanda et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Brace for variability in tool positioning: Modeling and simulation of 1 DoF needle insertion task under tool-braced condition

(2015) Tarek Mohammad   Biocybernetics and Biomedical Engineering