Medical imaging

AI Assets related to #Medical imaging

Tutorial

Image Registration Lecture

2D Computer Vision and Image Analysis revolutionize very many domains, notably: -Medical/Biological/Dental Image Analysis and Diagnosis, -Autonomous systems perception -Digital Media (video/image) and Social Media Analytics, -Big Visual Data Analyti...

Dataset

Covid-19 chest CT-scan Dataset

Provide a large (1 terabytes) Covid-19 chest CT-scan Dataset

Docker container

mIRA - medical Imaging Report Anonymiser

A docker container including rest API providing an anonymisation process for French radiological reports. This docker has been realised for AI4Healthcare.

Dataset

Covid-19 chest CT-scan Dataset

This is a sample of the Covid-19 chest CT-scan Dataset

Docker container

ISIC CNN

Deep Neural Network trained for the classification of dermoscopic images into nine categories.

Education resources related to #Medical imaging

3D Medical Image Acquisition Lecture

Digital signals and images have great applications in Medical diagnosis and treatment, as well as in Biology, Biomedical Engineering, Dentistry and Pharmacology studies.

2D Medical Image Acquisition Lecture

Digital signals and images have great applications in Medical diagnosis and treatment, as well as in Biology, Biomedical Engineering, Dentistry and Pharmacology studies.

Image Registration Lecture

Documents related to #Medical imaging

Contribution of artificial deep learning for image segmentation in medical imaging

Read more about Contribution of artificial deep learning for image segmentation in medical imaging

An important task in image analysis is image segmentation. Once this key task done, there are huge of applications which can be done. Of course, the more accurate the segmentation, the better the quality of the applications. Deep learning algorithms can improve image segmentation. Their improvement offers new perspectives for the development and implementation of imaging biomarkers in clinical routine.