Computing & Internet      Databases

Intelligent Computing in Carcinogenic Disease Detection (Computational Intelligence Methods and Applications)

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Book Details
Language
English
Publishers
Springer; 2024th edition (17 May 2024)
Weight
0.45 KG
Publication Date
17/06/2024
ISBN-10
9819724236
Pages
194 pages
ISBN-13
9789819724239
Dimensions
15.6 x 1.27 x 23.39 cm
SKU
9789819724239
Author Name
Kaushik Das Sharma (Author)
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This book draws on a range of intelligent computing methodologies to effectively detect and classify various carcinogenic diseases. These methodologies, which have been developed on a sound foundation of gene-level, cell-level and tissue-level carcinogenic datasets, are discussed in Chapters 1 and 2.

Chapters 3, 4 and 5 elaborate on several intelligent gene selection methodologies such as filter methodologies and wrapper methodologies. In addition, various gene selection philosophies for identifying relevant carcinogenic genes are described in detail.

In turn, Chapters 6 and 7 tackle the issues of using cell-level and tissue-level datasets to effectively detect carcinogenic diseases. The performance of different intelligent feature selection techniques is evaluated on cell-level and tissue-level datasets to validate their effectiveness in the context of carcinogenic disease detection.

In closing, the book presents illustrative case studies that demonstrate the value of intelligent computing strategies. .

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