Integrating pathomics with radiomics and genomics for cancer prognosis: A brief review

In the last decade,the focus of computational pathology research community has shifted from replicating the pathological examination for diagnosis done by pathologists to unlocking and discovering "sub-visual" prognostic image cues from the histopathological image.While we are getting more...

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Bibliographic Details
Published in:Chinese journal of cancer research 2021-10, Vol.33 (5), p.563-573
Main Authors: Lu, Cheng, Shiradkar, Rakesh, Liu, Zaiyi
Format: Article
Language:English
Subjects:
Review
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Summary:In the last decade,the focus of computational pathology research community has shifted from replicating the pathological examination for diagnosis done by pathologists to unlocking and discovering "sub-visual" prognostic image cues from the histopathological image.While we are getting more knowledge and experience in digital pathology,the emerging goal is to integrate other-omics or modalities that will contribute for building a better prognostic assay.In this paper,we provide a brief review of representative works that focus on integrating pathomics with radiomics and genomics for cancer prognosis.It includes:correlation of pathomics and genomics;fusion of pathomics and genomics;fusion of pathomics and radiomics.We also present challenges,potential opportunities,and avenues for future work.
ISSN:1000-9604
1993-0631
DOI:10.21147/j.issn.1000-9604.2021.05.03