Pathogenomics for accurate diagnosis, treatment, prognosis of oncology: a cutting edge overview

• Published in: Journal of translational medicine Vol. 22; no. 1; pp. 131 - 14
• Main Authors: Feng, Xiaobing, Shu, Wen, Li, Mingya, Li, Junyu, Xu, Junyao, He, Min
• Format: Journal Article
• Language: English
• Published: England BioMed Central Ltd 03.02.2024; BioMed Central; BMC
• Subjects: Accuracy and precision; Algorithms; Analysis; Artificial intelligence; Biomarkers; Cancer; Care and treatment; Computational pathology; Deep learning; Diagnosis; DNA methylation; DNA sequencing; Gene expression; Genomics; Health aspects; Histopathology; Machine learning; Medical diagnosis; Medical prognosis; Methods; Morphology; Mutation; Nucleotide sequencing; Oncology; Pathogenomics; Pathology; Pathomics; Precision medicine; Precision oncology; Prognosis; Quantitative analysis; Tumors; China; Pathomics; Pathogenomics; Precision oncology; Genomics; Computational pathology

The capability to gather heterogeneous data, alongside the increasing power of artificial intelligence to examine it, leading a revolution in harnessing multimodal data in the life sciences. However, most approaches are limited to unimodal data, leaving integrated approaches across modalities relati...