Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition

Author:

Demir Kubilay Can1ORCID,Schieber Hannah1ORCID,Weise Tobias1ORCID,Roth Daniel2ORCID,May Matthias3ORCID,Maier Andreas4ORCID,Yang Seung Hee1ORCID

Affiliation:

1. Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

2. Technical University of Munich, School of Medicine and Health, Klinikum rechts der Isar, Orthopaedics and Sports Orthopaedics, Munich, Germany

3. Department of Radiology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

4. Pattern Recognition Laboratory, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

Funder

U.S. Department of Commerce

Friedrich-Alexander-University Erlangen-Nuremberg

Medical Valley e.V.

Siemens Healthineers

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Artificial intelligence for the colorectal surgeon in 2024 – A narrative review of Prevalence, Policies, and (needed) Protections;Seminars in Colon and Rectal Surgery;2024-09

2. Toward Human-Out-of-the-Loop Endoscope Navigation Based on Context Awareness for Enhanced Autonomy in Robotic Surgery;IEEE Transactions on Medical Robotics and Bionics;2024-08

3. Audio-based event detection in the operating room;International Journal of Computer Assisted Radiology and Surgery;2024-06-11

4. OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

5. Surgical phase and instrument recognition: how to identify appropriate dataset splits;International Journal of Computer Assisted Radiology and Surgery;2024-01-29

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