Suchergebnisse - "Surgical workflow recognition"

Surgical phase and instrument recognition: how to identify appropriate dataset splits

Autoren: Georgii Kostiuchik Lalith Sharan Benedikt Mayer et al.

Quelle: Int J Comput Assist Radiol Surg

Schlagwörter: Machine Learning, FOS: Computer and information sciences, Computer Science - Machine Learning, 03 medical and health sciences, 0302 clinical medicine, Humans, Original Article, Surgical Instruments [MeSH], Surgical data science, Surgical workflow recognition, Workflow [MeSH], Humans [MeSH], Machine Learning [MeSH], Instrument detection, Data visualization, Surgical Instruments, Workflow, Machine Learning (cs.LG)

Zugangs-URL: https://pubmed.ncbi.nlm.nih.gov/38285380
http://arxiv.org/abs/2306.16879
https://repository.publisso.de/resource/frl:6508703

Research on workflow recognition for liver rupture repair surgery

Autoren: Yutao Men Zixian Zhao Wei Chen et al.

Quelle: Mathematical Biosciences and Engineering, Vol 21, Iss 2, Pp 1844-1856 (2024)

Schlagwörter: deep learning, Hemorrhage, surgical workflow recognition, Workflow, 03 medical and health sciences, 0302 clinical medicine, Liver, QA1-939, Humans, liver rupture repair surgery, Computer Simulation, recurrent convolutional network, Neural Networks, Computer, attention mechanism, TP248.13-248.65, Mathematics, image classification, Biotechnology

Zugangs-URL: https://pubmed.ncbi.nlm.nih.gov/38454663
https://doaj.org/article/b69afd14a6944d93a5b81c32f587963a

Introducing surgical workflow recognition in orthopaedic surgery with timestamp supervision

Autoren: Graëff, Camille Padoy, Nicolas Liverneaux, Philippe et al.

Weitere Verfasser: Graëff, Camille Padoy, Nicolas Liverneaux, Philippe et al.

Quelle: ISSN: 0010-4825 ; Computers in Biology and Medicine ; https://hal.science/hal-05280477 ; Computers in Biology and Medicine, 2025, 197, pp.110995. ⟨10.1016/j.compbiomed.2025.110995⟩.

Schlagwörter: Distal radius fractures Open orthopaedic surgery Surgical data science Surgical workflow recognition Weakly-supervised, [INFO.INFO-IM]Computer Science [cs]/Medical Imaging

Verfügbarkeit: https://hal.science/hal-05280477
https://hal.science/hal-05280477v1/document
https://hal.science/hal-05280477v1/file/1-s2.0-S0010482525013472-main.pdf
https://doi.org/10.1016/j.compbiomed.2025.110995

DisguisOR: holistic face anonymization for the operating room

Autoren: Lennart Bastian Tony Danjun Wang Tobias Czempiel et al.

Quelle: Int J Comput Assist Radiol Surg

Schlagwörter: FOS: Computer and information sciences, Operating Rooms, Original Article, Anonymization, Face detection, Multi-view operating rooms, Surgical data science, Surgical workflow recognition, Information and Computing Sciences, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Video Recording, Humans, 3. Good health, ddc

Dateibeschreibung: application/pdf

Zugangs-URL: https://pubmed.ncbi.nlm.nih.gov/37219807
http://arxiv.org/abs/2307.14241
https://mediatum.ub.tum.de/1763614

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

Autoren: Yueming Jin Qi Dou Hao Chen et al.

Quelle: IEEE Transactions on Medical Imaging. 37:1114-1126

Schlagwörter: Databases, Factual, Video-Assisted Surgery, Joint learning of spatio-temporal features, Workflow, Very deep residual network, 03 medical and health sciences, Surgical workflow recognition, 0302 clinical medicine, 13. Climate action, Recurrent convolutional network, Long short-term memory, Image Processing, Computer-Assisted, Humans, Neural Networks, Computer, Algorithms, Software

Zugangs-URL: https://pubmed.ncbi.nlm.nih.gov/29727275

Know your sensORs - A Modality Study For Surgical Action Classification

Autoren: Bastian, Lennart Czempiel, Tobias Heiliger, Christian et al.

Schlagwörter: info:eu-repo/classification/ddc, Surgical Data Science, Surgical Workflow Recognition, Action Recognition, DigitalOR

Relation: https://mediatum.ub.tum.de/1689731

Verfügbarkeit: https://mediatum.ub.tum.de/1689731

Stereo Endoscopic Dataset

Autoren: Ziyang Chen Elena Lievore Matteo Fontana et al.

Schlagwörter: Stereo endoscopic images, Medical scene reconstruction, Surgical workflow recognition

Relation: https://zenodo.org/records/7385603; oai:zenodo.org:7385603; https://doi.org/10.5281/zenodo.7385603

Verfügbarkeit: https://doi.org/10.5281/zenodo.7385603
https://zenodo.org/records/7385603

SurgflowNet: Leveraging unannotated video for consistent endoscopic pituitary surgery workflow recognition.

Autoren: Wijekoon A Das A Mao Z et al.

Quelle: Artificial intelligence in medicine [Artif Intell Med] 2025 Nov 26; Vol. 172, pp. 103309. Date of Electronic Publication: 2025 Nov 26.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Elsevier Science Publishing Country of Publication: Netherlands NLM ID: 8915031 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2860 (Electronic) Linking ISSN: 09333657 NLM ISO Abbreviation: Artif Intell Med Subsets: MEDLINE

Automated surgical workflow recognition in privacy-preserving depth videos of the operating room.

Autoren: Gerats BGA Wolterink JM Broeders IAMJ

Quelle: Surgical endoscopy [Surg Endosc] 2025 Sep; Vol. 39 (9), pp. 5948-5956. Date of Electronic Publication: 2025 Aug 06.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Springer Country of Publication: Germany NLM ID: 8806653 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-2218 (Electronic) Linking ISSN: 09302794 NLM ISO Abbreviation: Surg Endosc Subsets: MEDLINE

MeSH-Schlagworte: Workflow* , Operating Rooms*/organization & administration , Video Recording*/methods , Deep Learning* , Laparoscopy*/methods , Privacy*, Humans

Watch and learn: leveraging expert knowledge and language for surgical video understanding.

Autoren: Gastager D Ghazaei G Patsch C

Quelle: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2025 Jul 02. Date of Electronic Publication: 2025 Jul 02.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE

Multimodal semi-supervised learning for online recognition of multi-granularity surgical workflows.

Autoren: Yamada Y Colan J Davila A et al.

Quelle: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2024 Jun; Vol. 19 (6), pp. 1075-1083. Date of Electronic Publication: 2024 Apr 01.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE

MeSH-Schlagworte: Supervised Machine Learning* , Workflow*, Humans ; Video Recording ; Neural Networks, Computer ; Gestures

Surgical workflow recognition with temporal convolution and transformer for action segmentation.

Autoren: Zhang B Goel B Sarhan MH et al.

Quelle: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2023 Apr; Vol. 18 (4), pp. 785-794. Date of Electronic Publication: 2022 Dec 21.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE

MeSH-Schlagworte: Algorithms* , Laparoscopy*/methods, Humans ; Workflow ; Neural Networks, Computer ; Cholecystectomy

Temporal-based Swin Transformer network for workflow recognition of surgical video.

Autoren: Pan X Gao X Wang H et al.

Quelle: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2023 Jan; Vol. 18 (1), pp. 139-147. Date of Electronic Publication: 2022 Nov 04.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE

MeSH-Schlagworte: Operating Rooms* , Algorithms*, Humans ; Workflow ; Learning ; Semantics

Ontology-based surgical workflow recognition and prediction.

Autoren: Neumann J Uciteli A Meschke T et al.

Quelle: Journal of biomedical informatics [J Biomed Inform] 2022 Dec; Vol. 136, pp. 104240. Date of Electronic Publication: 2022 Nov 08.

Publikationsart: Journal Article; Research Support, Non-U.S. Gov't

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: United States NLM ID: 100970413 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-0480 (Electronic) Linking ISSN: 15320464 NLM ISO Abbreviation: J Biomed Inform Subsets: MEDLINE

MeSH-Schlagworte: Operating Rooms* , Knowledge Bases*, Workflow ; Computer Simulation

Surgical workflow recognition with 3DCNN for Sleeve Gastrectomy.

Autoren: Zhang B Ghanem A Simes A et al.

Quelle: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2021 Nov; Vol. 16 (11), pp. 2029-2036. Date of Electronic Publication: 2021 Aug 20.

Publikationsart: Journal Article; Video-Audio Media

Info zur Zeitschrift: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE

MeSH-Schlagworte: Neural Networks, Computer* , Surgery, Computer-Assisted*, Gastrectomy ; Humans ; Workflow

Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition.

Autoren: Shi X Jin Y Dou Q et al.

Quelle: Medical image analysis [Med Image Anal] 2021 Oct; Vol. 73, pp. 102158. Date of Electronic Publication: 2021 Jul 08.

Publikationsart: Journal Article; Research Support, Non-U.S. Gov't

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE

MeSH-Schlagworte: Neural Networks, Computer* , Surgery, Computer-Assisted*, Reproducibility of Results ; Supervised Machine Learning ; Workflow

LRTD: long-range temporal dependency based active learning for surgical workflow recognition.

Autoren: Shi X Jin Y Dou Q et al.

Quelle: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2020 Sep; Vol. 15 (9), pp. 1573-1584. Date of Electronic Publication: 2020 Jun 25.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE

MeSH-Schlagworte: Pattern Recognition, Automated* , Problem-Based Learning* , Robotic Surgical Procedures* , Workflow*, Surgery, Computer-Assisted/*methods, Algorithms ; Computer Simulation ; Humans ; Learning ; Models, Statistical ; Neural Networks, Computer ; Reproducibility of Results ; Surgeons ; Surgery, Computer-Assisted/instrumentation ; Video Recording

Automated laparoscopic colorectal surgery workflow recognition using artificial intelligence: Experimental research.

Autoren: Kitaguchi D Takeshita N Matsuzaki H et al.

Quelle: International journal of surgery (London, England) [Int J Surg] 2020 Jul; Vol. 79, pp. 88-94. Date of Electronic Publication: 2020 May 12.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Wolters Kluwer Health, Inc Country of Publication: United States NLM ID: 101228232 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1743-9159 (Electronic) Linking ISSN: 17439159 NLM ISO Abbreviation: Int J Surg Subsets: MEDLINE

MeSH-Schlagworte: Neural Networks, Computer* , Workflow*, Colon/*surgery , Laparoscopy/*methods , Rectum/*surgery, Adult ; Aged ; Aged, 80 and over ; Clinical Competence ; Female ; Humans ; Male ; Middle Aged