CAMMA-public / SelfSupSurg
Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"
☆33Updated last year
Related projects ⓘ
Alternatives and complementary repositories for SelfSupSurg
- Laparoscopic video dataset for surgical action triplet recognition☆38Updated last year
- Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment☆34Updated 10 months ago
- This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment…☆24Updated 2 weeks ago
- A repository for surgical action triplet dataset. Data are videos of laparoscopic cholecystectomy that have been annotated with <instrume…☆42Updated last year
- IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos☆12Updated 2 years ago
- Learning multi-modal representations by watching hundreds of surgical video lectures☆36Updated 2 weeks ago
- ☆29Updated 4 months ago
- Large-scale Self-supervised Pre-training for Endoscopy☆25Updated 4 months ago
- Official repository of the GraSP dataset and implemention of TAPIS☆17Updated 3 weeks ago
- TMI 2023: Less is More: Surgical Phase Recognition from Timestamp Supervision☆15Updated last year
- [TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video☆59Updated 2 years ago
- ☆25Updated 3 months ago
- A Python evaluation metrics package for surgical action triplet recognition☆13Updated 5 months ago
- Official implementation of Masked-Attention Transformers for Surgical Instrument Segmentation☆13Updated 4 months ago
- ☆16Updated last year
- ☆11Updated last year
- [IJCARS'22]Trans-SVNet: hybrid embedding aggregation Transformer for surgical workflow analysis, 1st Prize of Best Paper Award of IJCARS-…☆13Updated last year
- EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms☆16Updated last year
- Official Released code for Challenge SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions☆15Updated 2 months ago
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆34Updated 2 years ago
- ☆15Updated 2 weeks ago
- [TMI'22]Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation☆21Updated last year
- Reading list and publicly available datasets for surgical vision☆27Updated 2 years ago
- [TMI2023] Context Label Learning: Improving Background Class Representations in Semantic Segmentation.☆19Updated 9 months ago
- Long Surgical Phase Recognition☆17Updated this week
- Surgical Visual Question Answering. A transformer-based surgical VQA model. Offical Implementation of "Surgical-VQA: Visual Question Answ…☆47Updated last year
- Official repository of MICCAI 2023 TDSC-ABUS challenge☆15Updated last year
- MICCAI 2022: Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions☆11Updated 2 years ago
- Helper function for working with the REAL-Colon Dataset☆26Updated last month
- ☆14Updated 3 years ago