CAMMA-public / Surgical-Phase-Recognition
Demo for surgical phase recognition on videos of laparoscopic cholecystectomy using a CNN-biLSTM-CRF model presented in "Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition" (IPCAI 2019)
☆14Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Surgical-Phase-Recognition
- Laparoscopic video dataset for surgical action triplet recognition☆38Updated last year
- [TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video☆60Updated 2 years ago
- Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"☆33Updated last year
- This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in s…☆37Updated 4 years ago
- Collated a list of useful open-access work related to surgical phase recognition and surgical skills and workflow analysis.☆19Updated 3 years ago
- [MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Sur…☆47Updated 3 years ago
- IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos☆12Updated 2 years ago
- Surgical Instrument & Phase Anticipation☆15Updated 2 years ago
- ☆9Updated last year
- This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment…☆24Updated last month
- Long-range temporal dependency based active learning for surgical workflow recognition☆10Updated 4 years ago
- A Python evaluation metrics package for surgical action triplet recognition☆13Updated 6 months ago
- TMI 2023: Less is More: Surgical Phase Recognition from Timestamp Supervision☆15Updated last year
- Reading list and publicly available datasets for surgical vision☆27Updated 2 years ago
- Library packaging the Cholec80 dataset for easy handling with Tensorflow.☆27Updated last year
- ☆26Updated 2 years ago
- ☆52Updated 9 months ago
- Code and annotation for the paper "Towards Accurate and Interpretable Surgical Skill Assessment: A Video-Based Method Incorporating Recog…☆11Updated last year
- Official repository of the GraSP dataset and implemention of TAPIS☆17Updated last month
- Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment☆36Updated 11 months ago
- ☆16Updated last year
- Learning multi-modal representations by watching hundreds of surgical video lectures☆38Updated this week
- [IJCARS'22]Trans-SVNet: hybrid embedding aggregation Transformer for surgical workflow analysis, 1st Prize of Best Paper Award of IJCARS-…☆13Updated last year
- Large-scale Self-supervised Pre-training for Endoscopy☆26Updated 5 months ago
- ☆11Updated 5 months ago
- A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.☆25Updated last year
- ☆11Updated last year
- Long Surgical Phase Recognition☆17Updated 2 weeks ago
- [Nature Biomedical Engineering 2023] Decoding surgical activity from videos with a vision transformer☆15Updated 5 months ago
- Code for paper: "Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification"☆14Updated 3 years ago