Transformers in medical image analysis

Automating Medical Image Analysis

By image analysis we mean the operation of extracting a relativeiy small amount of quantitative information from a two-dimensional image. Typically, a two-dimensional image, in digital form, consists of an array of 512 x 512 eight-bit digital words. The quantitative information to be extracted consists of a few thousand digital words. These words may describe, for example, the contours of cell ...

Advanced Medical Image Analysis

Medical image analysis is performed in order to facilitate medical research and ultimately provide better healthcare. It is critical to the advancement of imaging-based medical research, for example, using magnetic resonance (MR) imaging to probe brain structural and functional changes related to a disease or cognitive process. This special issue highlights new methods of signal and image proce...

Medical Image Analysis and Simulation

a Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from Springer. This article introduces the research eld of digital image analysis and ...

Medical Image Processing and Analysis

Current challenging medical image analysis.

Aizu Research Cluster for Medical Engineering and Informatics, Center for Advanced Information Science and Technology,The University of Aizu, Aizu-Wakamatsu, Fukushima 965-8580, Japan The theme of this special issue (supplement) is “Current Challenging Medical Image Analysis”. This issue consists of two selected papers presented at the 35 IEEE-EMBC Workshop on Current Challenging Image Analysis...