surgical-video

There are 0 repository under surgical-video 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 detection analysis lstm convlstm weakly-supervised-learning temporal-data temporal-convolutional-network endoscopic-images surgical-tools video-analysis surgical-video deep-learning convolutional-neural-network surgical-instrument
Language:Python 36
shinkyo0513 / Surgical-Skill-Assessment-via-Video-Semantic-Aggregation
Code for Surgical Skill Assessment via Video Semantic Aggregation (MICCAI 2022)
deep-neural-networks interpretable-deep-learning interpretable-models skill-assessment surgical-video video-understanding
Language:Python 8
Cardio-AI / endovis-ml
Visualization of dataset splits for surgical phase and instrument recognition
angular d3 data-visualization surgical-data-science surgical-phase-recognition surgical-tools surgical-video
Language:TypeScript 5
WuJunde / Awesome-Surgical-AI
A curated list of surgical AI resources (continually updated)
artifical-intelligense computer-vision deep-learning machine-learning medical-imaging surgical-data-science surgical-video
5