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

作者：Lu, Cheng; Shiradkar, Rakesh; Liu, Zaiyi^*

来源：Chinese Journal of Cancer Research, 2021, 33(5): 563-573.

DOI：10.21147/j.issn.1000-9604.2021.05.03

• Radiomics
• pathomics
• genomics
• prognosis
• digital pathology

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.

• 单位
  1; 广东省人民医院