Computational Methods to Analyse Intra-operative Adverse Events in Surgery at Scale

Project Information

CompSURG

Grant agreement ID: 101088553

DOI

10.3030/101088553

EC signature date 31 July 2023

Start date 1 November 2023

End date 31 October 2028

Funded under

• European Research Council (ERC)

Total cost

€ 1 951 931,00

EU contribution

€ 1 951 931,00

Coordinated by

UNIVERSITE DE STRASBOURG
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (2)

HecVL: Hierarchical Video-Language Pretraining for Zero-Shot Surgical Phase Recognition

Author(s): Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
Published in: Lecture Notes in Computer Science, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, 2024
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-72089-5_29

Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation

Author(s): Kun Yuan, Vinkle Srivastav,, Nassir Navab, Nicolas Padoy
Published in: Proceedings of Advances in Neural Information Processing Systems (NeurIPS), 2024
Publisher: NeurIPS
DOI: 10.5555/3737916.3741823

Peer reviewed articles (5)

Learning multi-modal representations by watching hundreds of surgical video lectures

Author(s): Kun Yuan, Vinkle Srivastav, Tong Yu, Joël L. Lavanchy, Jacques Marescaux, Pietro Mascagni, Nassir Navab, Nicolas Padoy
Published in: Medical Image Analysis, Issue 105, 2025, ISSN 1361-8415
Publisher: Elsevier BV
DOI: 10.1016/J.MEDIA.2025.103644

Critical view of safety assessment in sentinel node dissection for endometrial and cervical cancer: artificial intelligence to enhance surgical safety and lymph node detection (LYSE study)

Author(s): Matteo Pavone, Britty Baby, Emma Carles, Chiara Innocenzi, Alessandro Baroni, Lorenzo Arboit, Aditya Murali, Andrea Rosati, Valentina Iacobelli, Anna Fagotti, Francesco Fanfani, Cherif Akladios, Denis Querleu, Nicolò Bizzarri, Lise Lecointre, Pietro Mascagni, Nicolas Padoy, Giovanni Scambia
Published in: International Journal of Gynecological Cancer, Issue 35, 2025, ISSN 1048-891X
Publisher: Elsevier BV
DOI: 10.1016/J.IJGC.2025.101789

Analyzing the impact of surgical technique on intraoperative adverse events in laparoscopic Roux-en-Y gastric bypass surgery by video-based assessment

Author(s): Joël L. Lavanchy, Deepak Alapatt, Luca Sestini, Marko Kraljević, Philipp C. Nett, Didier Mutter, Beat P. Müller-Stich, Nicolas Padoy
Published in: Surgical Endoscopy, Issue 39, 2025, ISSN 0930-2794
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S00464-025-11557-Z

Advancing surgical VQA with scene graph knowledge

Author(s): Kun Yuan, Manasi Kattel, Joël L. Lavanchy, Nassir Navab, Vinkle Srivastav, Nicolas Padoy
Published in: International Journal of Computer Assisted Radiology and Surgery, Issue 19, 2024, ISSN 1861-6429
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S11548-024-03141-Y

Text-driven adaptation of foundation models for few-shot surgical workflow analysis

Author(s): Tingxuan Chen, Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy
Published in: International Journal of Computer Assisted Radiology and Surgery, Issue 20, 2025, ISSN 1861-6429
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S11548-025-03341-0