Chapter 4 - Multimodal Integration and Analysis

ONE OF THE KEY CHALLENGES FACING MULTIOMICS RESEARCH IS

THE INTEGRATION OF DATA. A WEALTH OF COMMERCIAL AND OPEN-

SOURCE SOLUTIONS EXISTS, WITH MANY OFFERING MACHINE LEARNING

CAPABILITIES TO DRAW INSIGHTS FROM SEEMINGLY DISPARATE DATA.

HERE, YOU WILL DISCOVER NOVEL PUBLICATIONS DISCUSSING THE KEY

CHALLENGES FACING DATA INTEGRATION, ALONGSIDE INTERVIEWS AND

INSIGHTS FROM THE AUTHORS GIVING CLARITY AND EXPERT ADVICE.

TOPICS INCLUDE DATA HETEROGENEITY, THE CURSE OF DIMENSIONALITY

AND SOLUTIONS FOR THOSE WITHOUT BIOINFORMATICS EXPERTISE.