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Medical Imaging

41 projects

Showing 5 of 41 projects

open-solution-data-science-bowl-2018
open-solution-data-science-bowl-2018Python

Open-source implementation of the winning solution for the 2018 Data Science Bowl Kaggle competition using PyTorch and U-Net.

#data-science#kaggle#deep-learning
Stars155
Forks42
Last commit
FastPathology
FastPathologyC++

Open-source software for deep learning-based analysis and visualization of whole slide images in digital pathology.

#opencl#opengl#gui-application
Stars142
Forks26
Last commit2 years ago
PAQUO
PAQUOPython

A Python library for interacting with QuPath, providing a pythonic interface to manage and analyze digital pathology projects.

#image-analysis#qupath#open-source
Stars135
Forks19
Last commit1 month ago
CyclOps
CyclOpsPython

A toolkit for evaluating and monitoring machine learning models in clinical healthcare settings.

#clinical-data#huggingface-datasets#model-evaluation
Stars92
Forks16
Last commit7 days ago
Awesome Machine Learning in Biomedical(Healthcare) Imaging
Awesome Machine Learning in Biomedical(Healthcare) Imaging

A curated collection of resources for applying machine learning to biomedical and healthcare imaging applications.

#educational-resources#open-science#research-tools
Stars72
Forks15
Last commit6 years ago
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4 years ago
#Dicom16
#Computer Vision16
#Deep Learning15
#Python11
#Pytorch9
#Machine Learning8
#Bioinformatics7
#Image Segmentation7
#Segmentation7
#Radiology7
#Image Analysis7
#Microscopy7