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surgical-video

Here are 4 public repositories matching this topic...

CAMMA-public / ConvLSTM-Surgical-Tool-Tracker

This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.

tracking localization deep-learning analysis detection lstm convolutional-neural-network weakly-supervised-learning temporal-data video-analysis convlstm surgical-tools temporal-convolutional-network endoscopic-images surgical-video surgical-instrument

Updated Sep 1, 2020
Python

shinkyo0513 / Surgical-Skill-Assessment-via-Video-Semantic-Aggregation

Code for Surgical Skill Assessment via Video Semantic Aggregation (MICCAI 2022)

deep-neural-networks video-understanding interpretable-deep-learning skill-assessment interpretable-models surgical-video

Updated Nov 10, 2022
Python

Cardio-AI / endovis-ml

Visualization of dataset splits for surgical phase and instrument recognition

d3 angular data-visualization surgical-tools surgical-video surgical-phase-recognition surgical-data-science

Updated Jun 5, 2024
TypeScript

WuJunde / Awesome-Surgical-AI

A curated list of surgical AI resources (continually updated)

machine-learning computer-vision deep-learning medical-imaging artifical-intelligense surgical-video surgical-data-science

Updated Apr 30, 2023

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