Deep Learning in Genetics and Genomics: Volume 2: Advanced Applications
Editat de Khalid Razaen Limba Engleză Paperback – 5 dec 2024
- Embraces the potential that deep learning holds for understanding genome biology
- Encourages further advances in this area, extending to all aspects of genomics research
- Provides Deep Learning algorithms in genetic and genomic research
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Specificații
ISBN-13: 9780443275234
ISBN-10: 0443275238
Pagini: 468
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0443275238
Pagini: 468
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Cuprins
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
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