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Deep Learning in Genetics and Genomics: Volume 2: Advanced Applications

Deep Learning in Genetics and Genomics: Volume 2: Advanced Applications

          
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About the Book

Deep Learning in Genetics and Genomics: Vol. 2 (Advanced Applications) delves into the Deep Learning methods and their applications in various fields of studies, including genetics and genomics, bioinformatics, health informatics and medical informatics generating the momentum of today's developments in the field. In 25 chapters this title covers advanced applications in the field which includes deep learning in predictive medicines), analysis of genetic and clinical features, transcriptomics and gene expression patterns analysis, clinical decision support in genetic diagnostics, deep learning in personalised genomics and gene editing, and understanding genetic discoveries through Explainable AI. Further, it also covers various deep learning-based case studies, making this book a unique resource for wider, deeper, and in-depth coverage of recent advancement in deep learning based approaches. This volume is not only a valuable resource for health educators, clinicians, and healthcare professionals but also to graduate students of genetics, genomics, biology, biostatistics, biomedical sciences, bioinformatics, and interdisciplinary sciences.

Table of Contents:
1. Enhancing Predictive Accuracy in Diabetic Retinopathy: Deep Learning Algorithms in Predictive Medicine 2. Deep Learning in Predictive Medicine Exemplified by AI-Mediated Flu Surveillance in USA 3. Towards Equitable Precision Medicine: Investigating the Transferability of Deep Learning Models in Clinical Genetics across Diverse Populations 4. Analysis of Genetic and Clinical Features in Neuro Disorders Using Deep Learning Models 5. Deep Learning Insights into Transcriptomics and Gene Expression Patterns analysis 6. Role of AI and Deep Learning in Clinical Cancer Genomics Allowing Targeted Therapies for Oncology 7. Deep Learning Approaches for Interpreting Non-coding Regions in Ovarian Cancer 8. Advancements in AI-driven Spatial Transcriptomics: Decoding Cellular Complexity 9. Neural Architectures for Genomic Understanding: Deep Dive into Epigenome and Chromatin Structure 10. Deep Learning in Personalized Genomics and Gene Editing 11. Deep Learning-based Model for Prediction of Prognostic Genes of Breast Cancer using Transcriptomic data 12. Deciphering the Complexity of Life: Advances in Genomic Image Analysis 13. Qualitative Study on Steganography of Genomic Image Data for Secure Data Transmission Using Deep Learning Models 14. Generative AI in Genetics: A Comprehensive Review 15. Integrating Computational Biology and Multi-Omics Data for Precision Medicine in Personalized Cancer Treatment 16. Deep Generative Models in Utilitarian and Metamorphic Genomics - Intellectual Benefits 17. Transfer Learning in High-Dimensional Genomic Data Analysis 18. Inequality in Genetic Healthcare: Bridging Gaps with Deep Learning Innovations in LMICs 19. Harmonizing Health Horizons: Bridging Research Gaps in Big Data Management for Transformative Clinical Insights 20. Bridging the Gap: Understanding Genetic Discoveries through Explainable AI 21. Explainable AI in Genetics: A Case Study 22. Deep Learning in Predicting Genetic Disorders: A Case Study 23. AI and Deep Learning in Single-Cell Omics Data Analysis: A Case Study 24. Deep Learning for Network Building and Network Analysis of Biological networks: A Case Study 25. Transformer Networks and Autoencoders in Genomics and Genetic Data Interpretation: A Case Study


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Product Details
  • ISBN-13: 9780443275234
  • Publisher: Elsevier Science Publishing Co Inc
  • Publisher Imprint: Academic Press Inc
  • Height: 235 mm
  • No of Pages: 468
  • Sub Title: Volume 2: Advanced Applications
  • Width: 191 mm
  • ISBN-10: 0443275238
  • Publisher Date: 05 Dec 2024
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Weight: 970 gr


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