Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos

Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos

14 June 2018

Armine Vardazaryan

Papers citing "Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos"

12 / 12 papers shown

Title
Efficient Surgical Tool Recognition via HMM-Stabilized Deep Learning Haifeng Wang Hao Xu Jun Wang Jian Zhou Ke Deng 43 0 0 07 Apr 2024
Hypergraph-Transformer (HGT) for Interactive Event Prediction in Laparoscopic and Robotic Surgery Lianhao Yin Yutong Ban J. Eckhoff O. Meireles Daniela Rus Guy Rosman 41 1 0 03 Feb 2024
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection C. Nwoye Tong Yu Saurav Sharma Aditya Murali Deepak Alapatt ... Pietro Mascagni B. Seeliger Cristians Gonzalez Didier Mutter N. Padoy 32 17 0 13 Feb 2023
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 27 6 0 03 Sep 2022
A semi-supervised Teacher-Student framework for surgical tool detection and localization Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 34 9 0 21 Aug 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 30 17 0 11 Apr 2022
Robotic Endoscope Control via Autonomous Instrument Tracking Caspar Gruijthuijsen Luis C. García-Peraza-Herrera G. Borghesan D. Reynaerts Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren E. V. Poorten 21 24 0 05 Jul 2021
Artificial Intelligence in Surgery: Neural Networks and Deep Learning Deepak Alapatt Pietro Mascagni V. Srivastav N. Padoy AI4CE 48 2 0 28 Sep 2020
Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion Daochang Liu Yuhui Wei Tingting Jiang Yizhou Wang R. Miao F. Shan Ziyu Li MedIm 32 26 0 27 Aug 2020
Self-Supervised Surgical Tool Segmentation using Kinematic Information C. Rocha N. Padoy Benoit Rosa 22 42 0 13 Feb 2019
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos C. Nwoye Didier Mutter J. Marescaux N. Padoy 27 121 0 04 Dec 2018
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 188 840 0 09 Feb 2016