Medical Image Segmentation Database

[1902.09063] A large annotated medical …

https://arxiv.org/abs/1902.09063

MIScnn: a framework for medical image segmentation …

https://bmcmedimaging.biomedcentral.com/articles/10.1186/s12880-020-00543-7

The aim of our framework Medical Image Segmentation with Convolutional Neural Networks (MIScnn) is to provide a complete pipeline for preprocessing, data …

Annotation-efficient deep learning for automatic medical …

https://www.nature.com/articles/s41467-021-26216-9

In total, there are seven binary segmentation tasks: two for prostate segmentation, one for brain growth segmentation, three for brain tumor segmentation, …

aylward.org - Open-Access Medical Image Repositories

https://www.aylward.org/notes/open-access-medical-image-repositories

Medical Image Databases & Libraries Digital Database for Screening Mammography (DDSM) Large collection with normal and abnormal findings and ground truth. Digital …

SMIR - SICAS Medical Image Repository

https://www.smir.ch/

Our Competences Storing medical image data requires special knowledge. SICAS offers a unique combination of competence in acquiring and storing medical images, in …

Medical Segmentation Decathlon Dataset

https://paperswithcode.com/dataset/medical-segmentation-decathlon

Specifically, it contains data for the following body organs or parts: Brain, Heart, Liver, Hippocampus, Prostate, Lung, Pancreas, Hepatic Vessel, Spleen and Colon. The …

Medical Image Segmentation Using Deep Learning

https://link.springer.com/chapter/10.1007/978-3-030-32606-7_2

As previously explained, in medical image segmentation it is quite common to decompose 3D medical volumes into 2D slices or images patches to train a network. …

sfikas/medical-imaging-datasets - GitHub

https://github.com/sfikas/medical-imaging-datasets

The Mammographic Image Analysis Society (MIAS) mini-database http://peipa.essex.ac.uk/info/mias.html Mammography Image Databases 100 or more …

What Is Medical Image Segmentation and How Does It Work?

https://www.synopsys.com/glossary/what-is-medical-image-segmentation.html

Putting Medical Image Segmentation into Practice What is medical image …

Medical Image Segmentation | Papers With …

https://paperswithcode.com/task/medical-image-segmentation

3D Medical Imaging Segmentation; Cardiac Segmentation; Liver Segmentation; Semi-supervised ...