CAMMA-public / Surgical-Phase-RecognitionLinks
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)
☆19Updated 5 years ago
Alternatives and similar repositories for Surgical-Phase-Recognition
Users that are interested in Surgical-Phase-Recognition are comparing it to the libraries listed below
Sorting:
- Collated a list of useful open-access work related to surgical phase recognition and surgical skills and workflow analysis.☆20Updated 4 years ago
- Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment☆57Updated 4 months ago
- Laparoscopic video dataset for surgical action triplet recognition☆42Updated 4 months ago
- This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in s…☆43Updated 5 years ago
- ☆40Updated last year
- Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"☆43Updated 8 months ago
- ☆10Updated 4 months ago
- [TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video☆66Updated 3 years ago
- A Python evaluation metrics package for surgical action triplet recognition☆17Updated last year
- This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment…☆34Updated 4 months ago
- Code for paper: "Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification"☆15Updated 4 years ago
- [MedIA'20]Multi-task recurrent convolutional network with correlation loss for surgical video analysis, winner algorithm at MICCAI'19 Sur…☆49Updated 4 years ago
- ☆38Updated 2 years ago
- EchoNet-LVH is a deep learning model that quantifies ventricular hypertrophy and predicts etiologies of increased wall thickness and LVH …☆14Updated 11 months ago
- PyTorch implementation of the SonoNet Ultrasound standard plane detector☆22Updated 5 years ago
- [IJCARS'22]Trans-SVNet: hybrid embedding aggregation Transformer for surgical workflow analysis, 1st Prize of Best Paper Award of IJCARS-…☆16Updated 3 years ago
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆40Updated 4 years ago
- PyTorch code: Spine and Vertebrae Segmentation☆23Updated 3 years ago
- Reading list and publicly available datasets for surgical vision☆38Updated 4 years ago
- ☆19Updated 3 years ago
- EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms☆20Updated 2 years ago
- ☆15Updated 4 months ago
- A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.☆30Updated 4 months ago
- GitHub repository for the Hyper-Kvasir dataset.☆82Updated 4 years ago
- IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos☆14Updated 3 years ago
- [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning☆131Updated 3 years ago
- ☆16Updated 3 years ago
- Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image …☆81Updated 3 years ago
- TMI 2023: Less is More: Surgical Phase Recognition from Timestamp Supervision☆21Updated 2 years ago
- ☆66Updated last year