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portada Application of Multi-Omics Analysis in Cancer Diagnosis, Treatment and Prognosis
Type
Physical Book
Publisher
Author
Language
English
Pages
180
Format
Hardcover
ISBN13
9783725819997

Application of Multi-Omics Analysis in Cancer Diagnosis, Treatment and Prognosis

Wu Wei,Bivona Trever G. (Author) · Mdpi Ag · Hardcover

Application of Multi-Omics Analysis in Cancer Diagnosis, Treatment and Prognosis - Wu Wei,Bivona Trever G.

New Book Imported to Netherlands
Delivery: 18 Aug - 20 Aug Shipping: 4 to 5 business days.
€ 69,81
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Synopsis "Application of Multi-Omics Analysis in Cancer Diagnosis, Treatment and Prognosis"

This reprint highlights recent developments in computational biology, deep learning algorithms, and cancer biology that enable the decoding of the cancer genome and tumor microenvironment ecosystem. One of its major focuses is on the integration of multi-omics data such as WGS, WES, scRNAseq, spatial transcriptomics, and proteomics, along with radiomics and digital pathology, to better understand cancer initiation, evolution, drug-tolerant persister cancer states, and full therapy resistance. Unbiased, systematic analyses using artificial intelligence, machine learning, and deep learning approaches could advance our knowledge and improve cancer treatment. In this reprint, leading experts in the field share their insights, research findings, and visions for the future of cancer informatics. Cutting-edge computational approaches and bioinformatics algorithms provide powerful toolkits to systematically identify clinically relevant biomarkers for early cancer diagnosis, prognosis, and precision cancer therapy stratification.

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