CAMMA-public

cholect50

A repository for surgical action triplet dataset. Data are videos of laparoscopic cholecystectomy that have been annotated with <instrument, verb, target> labels for every surgical fine-grained activity.

cholect45

Laparoscopic video dataset for surgical action triplet recognition

SelfSupSurg

Official repository for "Dissecting Self-Supervised Learning Methods for Surgical Computer Vision"

Endoscapes

Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment

SSG-VQA

SSG-VQA is a Visual Question Answering (VQA) dataset on laparoscopic videos providing diverse, geometrically grounded, unbiased and surgical action-oriented queries generated using scene graphs.

SurgVLP

Learning multi-modal representations by watching hundreds of surgical video lectures

rendezvous

A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.

SelfPose3d

Official code for "SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation"

TF-Cholec80

Library packaging the Cholec80 dataset for easy handling with Tensorflow.

SurgLatentGraph

This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment" and our MICCAI 2023 paper "Encoding Surgical Videos as Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning".

tripnet

AI4surgery

Short tutorial supplementing the Neural Networks and Deep Learning chapter from Artificial Intelligence in Surgery: An AI Primer for Surgical Practice designed to offer hands-on experience with artificial neural networks to surgeons with little to no coding experience.

ivtmetrics

A Python evaluation metrics package for surgical action triplet recognition

cholectriplet2022

CholecTriplet 2022 challenge on surgical action triplet detection

ORPose-Color

Inference demo for the MICCAI-2020 paper "Self-supervision on Unlabelled OR Data for Multi-person 2D/3D Human Pose Estimation"

indexity

Indexity is a web-based tool designed for medical video annotation in surgical data science projects.

attention-tripnet

MultiBypass140

rendezvous-in-time

rendezvous-in-time

cholectrack20

out-of-body-detector

Application for classifying out-of-body images in endoscopic videos

HPE-AdaptOR

Code for Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the OR

mcit-ig

med-moco

Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation

surgical-imagen

.github

DExTeR

endogen

Surgical Text-To-Image Generation

ScalingSurgicalSSL

Official repository for "Jumpstarting Surgical Computer Vision"

surgicalimagen