eBook
Applications of Deep Learning in Genomics
| Τίτλος: | Applications of Deep Learning in Genomics |
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| Περιγραφή: | The objective of the book is to use advanced deep learning techniques to unlock the complexities of genomic data. It reveals hidden and unknown patterns, to improve our understanding the role of genetics in diseases, speeding up drug discovery processes, illuminating evolutionary trajectories, and dealing with the challenges posed by large genomic datasets. It also addresses ethical concerns, provides real-world applications, reviews future frontiers like as quantum computing and multi-omics integration, and presents a thorough picture of the genetic environment. Overall, the book aims to enhance our ability to use genomics for more precise forecasts, personalised therapies, and a better understanding of the underlying genetic fabric that defines life. |
| Συγγραφείς: | Bipin Kumar Rai, Rupa Rani, Gautam Kumar |
| Resource Type: | eBook. |
| Θέματα: | Genomics--Data processing, Deep learning (Machine learning) |
| Categories: | SCIENCE / Life Sciences / Genetics & Genomics, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Neural Networks, SCIENCE / Life Sciences / Neuroscience, COMPUTERS / Quantum Computing |
| Βάση Δεδομένων: | eBook Index |
| ISBN: | 9781032878331 9781003558835 9781040544792 9781040658369 |
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