medical image processing

Home - Posts tagged: medical image processing

Automated Medical Image Analysis using AI: The Why, The How, and The What

automated-medical-image-analysis
We have been witnessing an unprecedented level of success achieved by the artificial intelligence (AI)-powered techniques in virtually all fields of science and industry, with medical image analysis not being an exception. Thanks to the availability of high-performance hardware and a variety of software tools, benefiting from the recent advances in classical machine leaning and[...]
Read More

3D medical image processing in cardiology

3d-medical-image-processing
The previous post dealt with the topic of medical image segmentation as a method for preparing neural network learning data. However, the 3D medical image processing cardiovascular models prepared via the segmentation process have much wider applications.  The revolution in 3D medical image processing  It can be seen, that in recent years, advances in technology, 3D printing and[...]
Read More

Medical image segmentation as a method for the preparation of learning data

medical-image-analysis
Medical image segmentation is a seemingly a simple process. A number of factors contribute to achieving high quality end results, including proper preparation of medical input data for segmentation. In this post – as announced in the previous article – we will focus on the preparation of input data, i.e. medical image data for medical[...]
Read More