Deep Learning in Biological Image and Signal Processing

Abstract

Biological research on the fundamental structural and functional properties of life - from molecules to cells, tissues, organs, and complete organisms, including human life - relies heavily on advanced imaging systems and measurement devices generating data of ever-increasing quantity and complexity. Automated processing and analysis of these data through increasingly sophisticated computational methods have become indispensable in exploiting relevant information and enabling researchers to detect patterns that may be unnoticeable to human senses. © 1991-2012 IEEE.