Bioinformatics and Machine Learning for Cancer Biology

Cancer is a leading cause of death worldwide, claiming millions of lives each year. Cancer biology is...
Dhs. 417.87 AED
Dhs. 417.87 AED
SKU: 9783036548142
Product Type: Books
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Author: Shibiao Wan
Format: Hardcover
Language: English
Subtotal: Dhs. 417.87
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Bioinformatics and Machine Learning for Cancer Biology by Wan, Shibiao

Bioinformatics and Machine Learning for Cancer Biology

Dhs. 417.87

Bioinformatics and Machine Learning for Cancer Biology

Dhs. 417.87
Author: Shibiao Wan
Format: Hardcover
Language: English

Cancer is a leading cause of death worldwide, claiming millions of lives each year. Cancer biology is an essential research field to understand how cancer develops, evolves, and responds to therapy. By taking advantage of a series of "omics" technologies (e.g., genomics, transcriptomics, and epigenomics), computational methods in bioinformatics and machine learning can help scientists and researchers to decipher the complexity of cancer heterogeneity, tumorigenesis, and anticancer drug discovery. Particularly, bioinformatics enables the systematic interrogation and analysis of cancer from various perspectives, including genetics, epigenetics, signaling networks, cellular behavior, clinical manifestation, and epidemiology. Moreover, thanks to the influx of next-generation sequencing (NGS) data in the postgenomic era and multiple landmark cancer-focused projects, such as The Cancer Genome Atlas (TCGA) and Clinical Proteomic Tumor Analysis Consortium (CPTAC), machine learning has a uniquely advantageous role in boosting data-driven cancer research and unraveling novel methods for the prognosis, prediction, and treatment of cancer.



Author: Shibiao Wan
Publisher: Mdpi AG
Published: 08/11/2022
Pages: 198
Binding Type: Hardcover
Weight: 1.39lbs
Size: 9.61h x 6.69w x 0.69d
ISBN: 9783036548142

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