Effective semantic segmentation in Cataract Surgery: What matters most?

Effective semantic segmentation in Cataract Surgery: What matters most?

13 August 2021

Theodoros Pissas

Claudio S. Ravasio

Christos Bergeles

Papers citing "Effective semantic segmentation in Cataract Surgery: What matters most?"

12 / 12 papers shown

Title
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review Devanish N. Kamtam Joseph B. Shrager Satya Deepya Malla Nicole Lin Juan J. Cardona Jake J. Kim Clarence Hu 36 1 0 23 Feb 2025
SURGIVID: Annotation-Efficient Surgical Video Object Discovery Çağhan Köksal Ghazal Ghazaei Nassir Navab 30 1 0 12 Sep 2024
SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction cCaughan Koksal Ghazal Ghazaei Felix Holm Azade Farshad Nassir Navab MedIm 41 2 0 29 Jul 2024
Dynamic Scene Graph Representation for Surgical Video Felix Holm Ghazal Ghazaei Tobias Czempiel Ege Ozsoy Stefan Saur Nassir Navab MedIm 14 13 0 25 Sep 2023
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment Tao Wang Zhongzheng Huang Jiawei Wu Yuanzheng Cai Zuoyong Li OOD 17 4 0 24 Jul 2023
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels Xiaoqing Guo Yixuan Yuan NoLa 14 10 0 16 Jun 2022
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation Yueming Jin Yang Yu Cheng Chen Zixu Zhao Pheng-Ann Heng Danail Stoyanov 19 39 0 29 Mar 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 15 15 0 25 Mar 2022
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Klaus Schoeffmann 14 9 0 11 Sep 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,367 0 09 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 268 10,214 0 16 Nov 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 249 1,824 0 18 Aug 2016