Weakly Supervised Convolutional LSTM Approach for Tool Tracking in
Laparoscopic Videos

Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos

4 December 2018

Papers citing "Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos"

17 / 17 papers shown

Title
Surgical Text-to-Image Generation C. Nwoye Rupak Bose K. Elgohary Lorenzo Arboit Giorgio Carlino Joël L. Lavanchy Pietro Mascagni N. Padoy MedIm 55 3 0 12 Jul 2024
SurgiTrack: Fine-Grained Multi-Class Multi-Tool Tracking in Surgical Videos C. Nwoye N. Padoy 22 2 0 30 May 2024
Efficient Surgical Tool Recognition via HMM-Stabilized Deep Learning Haifeng Wang Hao Xu Jun Wang Jian Zhou Ke Deng 35 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 39 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 30 17 0 13 Feb 2023
Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos Joël L. Lavanchy Armine Vardazaryan Pietro Mascagni AI4SafeChole Consortium Didier Mutter N. Padoy 29 9 0 17 Jan 2023
Real-Time Artificial Intelligence Assistance for Safe Laparoscopic Cholecystectomy: Early-Stage Clinical Evaluation Pietro Mascagni Deepak Alapatt A. Lapergola Armine Vardazaryan J. Mazellier B. Dallemagne Didier Mutter N. Padoy 6 0 0 13 Dec 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 18 42 0 01 Jul 2022
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets C. Nwoye N. Padoy 25 17 0 11 Apr 2022
4D-OR: Semantic Scene Graphs for OR Domain Modeling Ege Ozsoy Evin Pınar Örnek U. Eck Tobias Czempiel F. Tombari Nassir Navab 23 34 0 22 Mar 2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis Dominik Rivoir Isabel Funke Stefanie Speidel 19 15 0 15 Mar 2022
Temporally Guided Articulated Hand Pose Tracking in Surgical Videos Nathan Louis Luowei Zhou S. Yule R. Dias Milisa Manojlovich F. Pagani D. Likosky Jason J. Corso 27 10 0 12 Jan 2021
Artificial Intelligence in Surgery: Neural Networks and Deep Learning Deepak Alapatt Pietro Mascagni V. Srivastav N. Padoy AI4CE 35 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 27 26 0 27 Aug 2020
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation Kazuya Nishimura Junya Hayashida Chenyang Wang Dai Fei Elmer Ker Ryoma Bise 19 17 0 30 Jul 2020
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 220 740 0 28 Mar 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 170 840 0 09 Feb 2016