Applications of deep learning in genomics / editors Bipin Kumar Rai, Rupa Rani, Gautam Kumar.
| Other author | Kumar Rai, Bipin |
| Other author | Rani, Rupa |
| Other author | Kumar, Gautam, 1990 |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press, Taylor & Francis Group, 2025. |
| Description | ix, 258 pages illustrations 25 cm |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Subjects |
| Physical medium | illustrations |
| Abstract | "The objective of "Deep Learning's Expedition into Genomic Revelations" is to use advanced deep learning techniques to unlock the complexities of genomic data, with the goal of revealing hidden patterns, improving our understanding of genetic contributions to diseases, speeding up drug discovery processes, illuminating evolutionary trajectories, and dealing with the challenges posed by large genomic datasets. This expedition aims to address ethical concerns, demonstrate real-world applications, investigate future frontiers like as quantum computing and multi-omics integration, and present a thorough picture of the genetic environment. The main objective is to enhance genomics, allowing for more precise forecasts, personalised therapies, and a better understanding of the underlying genetic fabric that defines life"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2025020668 |
| ISBN | 9781032878331 hardcover |
| ISBN | 9781032906102 paperback |
| ISBN | ebook |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |