Applications of Deep Learning in Genomics (Hardcover, 1)

1) Introduction: Genomic Landscape & Deep Learning Rise 2) Unraveling Genetic Code: Basics & Deep Learning Role 3) Genomic Data Deluge: Handling Big Data with DL 4) Mining Biological Gold: DL in Disease, Drug, Evolution Insights 5) Navigating Genome: Neural Networks, Transfer Learning, Explainability 6) Ethical Considerations: Privacy, Fairness, Bias in Genomic Data 7) Blockchain Integration in Genomic Deep Learning: Securing, Validating, and Sharing Genetic Insights 8) Future Horizons: Multi-Omics, Quantum Computing, Collaboration 9) Case Studies: Real-world Apps, Lessons 10) Challenges & Opportunities: Technical Hurdles, Robust Models 11) Conclusion: Recap & Genomic Frontier Ahead