surgical-data-science

There are 1 repository under surgical-data-science topic.

• 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.

  actionartificial-intelligencecholect40cholect45cholect50datadatasetsdeep-learningdetectionendoscopylaparoscopylocalizationmachine-learningpythonpytorchrecognitionsurgical-data-sciencetensorflow
  Language:Python 33

• CAMMA-public / SelfSupSurg

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

  deep-learningendoscopic-visionlaparascopic-cholecystectomyself-supervised-learningsemi-supervised-learningsurgical-computer-visionsurgical-data-sciencesurgical-phase-recognitionsurgical-scene-segmentationtransfer-learning
  Language:Python 28

• CAMMA-public / 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.

  scene-graphsurgical-data-sciencevqa-dataset
  Language:Python 21

• maxboels / Surgical-Phase-Recognition

  Collated a list of useful open-access work related to surgical phase recognition and surgical skills and workflow analysis.

  attentionlstmrnnsurgerysurgical-activity-recognitionsurgical-data-sciencesurgical-phase-recognitiontransformersvision
  16

• ziyiwangx / AutoLaparo

  [MICCAI'22] AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy

  miccai2022surgical-data-science
  Language:Python 12

• Cardio-AI / endovis-ml

  Visualization of dataset splits for surgical phase and instrument recognition

  angulard3data-visualizationsurgical-data-sciencesurgical-phase-recognitionsurgical-toolssurgical-video
  Language:TypeScript 5

• WuJunde / Awesome-Surgical-AI

  A curated list of surgical AI resources (continually updated)

  artifical-intelligensecomputer-visiondeep-learningmachine-learningmedical-imagingsurgical-data-sciencesurgical-video
  5

• CAMMA-public / cvs_annotator

  Application for reviewing and annotating frames with critical view of safety (CVS) criteria and other relevant information

  annotation-toolcholecystectomymedical-computer-visionsurgical-data-science
  Language:Python 2

• iTerner / Surgical-Gesture-Recognition

  Surgical Gesture Recognition Using Multi-Encoder Based Architecture.

  deep-learninggesture-recognitionsurgical-data-science
  Language:Python 2