Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark
Published 2023 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark
Authors
Keywords
-
Journal
MEDICAL IMAGE ANALYSIS
Volume 86, Issue -, Pages 102770
Publisher
Elsevier BV
Online
2023-02-22
DOI
10.1016/j.media.2023.102770
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Methods and open-source toolkit for analyzing and visualizing challenge results
- (2021) Manuel Wiesenfarth et al. Scientific Reports
- A learning robot for cognitive camera control in minimally invasive surgery
- (2021) Martin Wagner et al. SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES
- Heidelberg colorectal data set for surgical data science in the sensor operating room
- (2021) Lena Maier-Hein et al. Scientific Data
- SAGES consensus recommendations on an annotation framework for surgical video
- (2021) Ozanan R. Meireles et al. SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES
- Surgical data science – from concepts toward clinical translation
- (2021) Lena Maier-Hein et al. MEDICAL IMAGE ANALYSIS
- Situating Artificial Intelligence in Surgery
- (2020) James R. Korndorffer et al. ANNALS OF SURGERY
- Intraoperative surgery room management: A deep learning perspective
- (2020) Leonardo Tanzi et al. International Journal of Medical Robotics and Computer Assisted Surgery
- BIAS: Transparent reporting of biomedical image analysis challenges
- (2020) Lena Maier-Hein et al. MEDICAL IMAGE ANALYSIS
- Impact of data on generalization of AI for surgical intelligence applications
- (2020) Omri Bar et al. Scientific Reports
- Prediction of laparoscopic procedure duration using unlabeled, multimodal sensor data
- (2019) Sebastian Bodenstedt et al. International Journal of Computer Assisted Radiology and Surgery
- Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos
- (2019) Chinedu Innocent Nwoye et al. International Journal of Computer Assisted Radiology and Surgery
- Video-based surgical skill assessment using 3D convolutional neural networks
- (2019) Isabel Funke et al. International Journal of Computer Assisted Radiology and Surgery
- Computer Vision Analysis of Intraoperative Video
- (2019) Daniel A. Hashimoto et al. ANNALS OF SURGERY
- CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer-Assisted Interventions
- (2019) Tom Vercauteren et al. PROCEEDINGS OF THE IEEE
- SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network
- (2018) Yueming Jin et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- High-performance medicine: the convergence of human and artificial intelligence
- (2018) Eric J. Topol NATURE MEDICINE
- Why rankings of biomedical image analysis competitions should be interpreted with care
- (2018) Lena Maier-Hein et al. Nature Communications
- CATARACTS: Challenge on automatic tool annotation for cataRACT surgery
- (2018) Hassan Al Hajj et al. MEDICAL IMAGE ANALYSIS
- A Dataset and Benchmarks for Segmentation and Recognition of Gestures in Robotic Surgery
- (2017) Narges Ahmidi et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
- (2017) Andru P. Twinanda et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- brms: An R Package for Bayesian Multilevel Models Using Stan
- (2017) Paul-Christian Bürkner Journal of Statistical Software
- Video content analysis of surgical procedures
- (2017) Constantinos Loukas SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES
- Surgical data science for next-generation interventions
- (2017) Lena Maier-Hein et al. Nature Biomedical Engineering
- ImageNet Large Scale Visual Recognition Challenge
- (2015) Olga Russakovsky et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- The clinical anatomy of cystic artery variations: a review of over 9800 cases
- (2015) R. G. Andall et al. SURGICAL AND RADIOLOGIC ANATOMY
- The clinical anatomy of cystic artery variations: a review of over 9800 cases
- (2015) R. G. Andall et al. SURGICAL AND RADIOLOGIC ANATOMY
- Context-aware Augmented Reality in laparoscopic surgery
- (2013) Darko Katić et al. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
- Surgical process modelling: a review
- (2013) Florent Lalys et al. International Journal of Computer Assisted Radiology and Surgery
- Validation of Knowledge Acquisition for Surgical Process Models
- (2008) T. Neumuth et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started