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Joël L. Lavanchy
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 6
Top Topics
Multi Class Boosting
Video Analysis
Deep Learning
Laparoscopic Surgery
Top Venues
CoRR
Int. J. Comput. Assist. Radiol. Surg.
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Publications
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Chinedu Innocent Nwoye
,
Kareem Elgohary
,
Anvita Srinivas
,
Fauzan Zaid
,
Joël L. Lavanchy
,
Nicolas Padoy
CholecTrack20: A Dataset for Multi-Class Multiple Tool Tracking in Laparoscopic Surgery.
CoRR
(2023)
Joël L. Lavanchy
,
Armine Vardazaryan
,
Pietro Mascagni
,
AI4SafeChole Consortium
,
Didier Mutter
,
Nicolas Padoy
Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos.
CoRR
(2023)
Joël L. Lavanchy
,
Sanat Ramesh
,
Diego Dall'Alba
,
Cristians Gonzalez
,
Paolo Fiorini
,
Beat P. Müller-Stich
,
Philipp C. Nett
,
Jacques Marescaux
,
Didier Mutter
,
Nicolas Padoy
Challenges in Multi-centric Generalization: Phase and Step Recognition in Roux-en-Y Gastric Bypass Surgery.
CoRR
(2023)
Kun Yuan
,
Vinkle Srivastav
,
Tong Yu
,
Joël L. Lavanchy
,
Pietro Mascagni
,
Nassir Navab
,
Nicolas Padoy
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures.
CoRR
(2023)
Kun Yuan
,
Manasi Kattel
,
Joël L. Lavanchy
,
Nassir Navab
,
Vinkle Srivastav
,
Nicolas Padoy
Advancing Surgical VQA with Scene Graph Knowledge.
CoRR
(2023)
Florian Aspart
,
Jon Lindström Bolmgren
,
Joël L. Lavanchy
,
Guido Beldi
,
Michael S. Woods
,
Nicolas Padoy
,
Enes Hosgor
ClipAssistNet: bringing real-time safety feedback to operating rooms.
Int. J. Comput. Assist. Radiol. Surg.
17 (1) (2022)