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Picture for Jacques Marescaux

Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures


Feb 24, 2021
Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy

* Accepted to IPCAI 2021 

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Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets


Jul 10, 2020
Chinedu Innocent Nwoye, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 13 pages, 4 figures, 6 tables. Accepted and to be published in MICCAI 2020 

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Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos


Dec 04, 2018
Chinedu Innocent Nwoye, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 13 pages, 3 figures, 3 tables, Supplementary video: https://youtu.be/vnMwlS5tvHE 

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Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition


Nov 30, 2018
Tong Yu, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 13 pages, 4 figures 

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Future-State Predicting LSTM for Early Surgery Type Recognition


Nov 28, 2018
Siddharth Kannan, Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 10 pages, 10 figures 

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Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos


Jul 18, 2018
Armine Vardazaryan, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* MICCAI LABELS 2018. Supplementary video: https://youtu.be/7VWVY04Z0MA 

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Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks


May 22, 2018
Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 15 pages, 22 figures 

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RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations


Feb 09, 2018
Andru Putra Twinanda, Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy

* 9 pages 

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Single- and Multi-Task Architectures for Surgical Workflow Challenge at M2CAI 2016


Oct 28, 2016
Andru P. Twinanda, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy

* The dataset is available at http://camma.u-strasbg.fr/m2cai2016/ 

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Single- and Multi-Task Architectures for Tool Presence Detection Challenge at M2CAI 2016


Oct 27, 2016
Andru P. Twinanda, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy

* The dataset is available at http://camma.u-strasbg.fr/m2cai2016/ . arXiv admin note: text overlap with arXiv:1610.08844 

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Automatic View-Point Selection for Inter-Operative Endoscopic Surveillance


Oct 13, 2016
Anant S. Vemuri, Stephane A. Nicolau, Jacques Marescaux, Luc Soler, Nicholas Ayache

* Medical Content-based Retrieval for Clinical Decision Support and Treatment Planning, MICCAI Conference 

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ORBSLAM-based Endoscope Tracking and 3D Reconstruction


Aug 29, 2016
Nader Mahmoud, Iñigo Cirauqui, Alexandre Hostettler, Christophe Doignon, Luc Soler, Jacques Marescaux, J. M. M. Montiel


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EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos


May 23, 2016
Andru P. Twinanda, Sherif Shehata, Didier Mutter, Jacques Marescaux, Michel de Mathelin, Nicolas Padoy

* Video: https://www.youtube.com/watch?v=6v0NWrFOUUM 

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