Author Interviews, Cancer Research, Nature, Technology / 06.08.2020
AI Algorithms Deduce Genetic Mutations from Biopsy Specimens
MedicalResearch.com Interview with:
Moritz Gerstung PhD
Group Leader: Computational cancer biology
EMBL-European Bioinformatics Institute
MedicalResearch.com: What is the background for this study?
Response: We have learned a lot in the last ten years about the molecular nature about various cancers thanks to the resources created by TCGA, ICGC and many other initiatives. Similarly, digital pathology has progressed hugely due to new AI algorithms. Yet it hasn’t been explored deeply how a cancer’s genetic makeup and its histopathological appearance are related. Here computers can be very helpful as they can process large amounts of digital microscopy slide images and test whether there are any recurrent histopathological patterns in relation to hundreds or thousands of genetic and other molecular abnormalities. (more…)