GitHub - shankara-93/VinBigData-Chest-X-ray-Abnormalities-Detection: In this competition, you’ll automatically localize and classify 14 types of thoracic abnormalities from chest radiographs. You'll work with a dataset consisting of 18,000 scans that have been annotated by experienced radiologists. You can train your model with 15,000 independently-labeled images and will be evaluated on a test set of 3,000 images. These annotations were collected via VinBigData's web-based platform, VinLab. Details on building the dataset can be found in our recent paper “VinDr-CXR: An open dataset of chest X-rays with radiologist's annotations”. If successful, you'll help build what could be a valuable second opinion for radiologists. An automated system that could accurately identify and localize findings on chest radiographs would relieve the stress of busy doctors while also providing patients with a more accurate diagnosis.

shankara-93 / VinBigData-Chest-X-ray-Abnormalities-Detection Public

Notifications You must be signed in to change notification settings
Fork 0
Star 1

In this competition, you’ll automatically localize and classify 14 types of thoracic abnormalities from chest radiographs. You'll work with a dataset consisting of 18,000 scans that have been annotated by experienced radiologists. You can train your model with 15,000 independently-labeled images and will be evaluated on a test set of 3,000 image…

1 star 0 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.gitattributes		.gitattributes
Productionization.ipynb		Productionization.ipynb
Productionization.pdf		Productionization.pdf
VinBigData Chest X-ray Abnormalities_EDA.ipynb		VinBigData Chest X-ray Abnormalities_EDA.ipynb
VinBigData Chest X-ray YOLOv5 14 Class.ipynb		VinBigData Chest X-ray YOLOv5 14 Class.ipynb
VinBigData Chest X-ray YOLOv5 14 Class.pdf		VinBigData Chest X-ray YOLOv5 14 Class.pdf
VinBigData Chest X-ray classification-model.ipynb		VinBigData Chest X-ray classification-model.ipynb
VinBigData Chest X-ray classification-model.pdf		VinBigData Chest X-ray classification-model.pdf
X-ray Abnormalities_EDA.pdf		X-ray Abnormalities_EDA.pdf