Deep Learning in Medical Hyperspectral Images: A Review.

ABSTRACT: With the continuous progress of development, deep learning has made good progress in the analysis and recognition of images, which has also triggered some researchers to explore the area of combining deep learning with hyperspectral medical images and achieve some progress. This paper introduces the principles and techniques of hyperspectral imaging systems, summarizes the common medical hyperspectral imaging systems, and summarizes the progress of some emerging spectral imaging systems through analyzing the literature. In particular, this article introduces the more frequently used medical hyperspectral images and the pre-processing techniques of the spectra, and in other sections, it discusses the main developments of medical hyperspectral combined with deep learning for disease diagnosi

SUBMITTER: Cui R 

PROVIDER: S-EPMC9784550 | biostudies-literature | 2022 Dec

REPOSITORIES: biostudies-literature