Harnessing Artificial Intelligence-Enhanced Graph Models for Biological Discovery (eBook)

Unveiling Biological Frontiers

Sultan Ahmad, Sudan Jha, Subhendukumar Pani (Herausgeber)

eBook Download: EPUB

2025
Elsevier Science (Verlag)
9780443276095 (ISBN)

Infos

Harnessing Artificial Intelligence-Enhanced Graph Models for Biological Discovery: Unveiling Biological Frontiers introduces revolutionary techniques that merge artificial intelligence with graph-based methods to uncover complex biological networks. Through detailed examples and case studies, the book provides researchers and practitioners the essential tools to analyze molecular interactions, identify key biomarkers, and hasten the discovery of novel therapeutics. Chapters delve into the sophisticated interplay between advanced AI techniques and graph models, specially designed to decode the intricacies of biological systems. By utilizing cutting-edge AI algorithms, readers can explore complex biological networks, forecast molecular interactions, and pinpoint new drug targets with exceptional precision. - Offers an innovative approach by combining artificial intelligence with graph-based techniques to delve into complex biological networks- Includes practical examples and case studies, providing researchers and practitioners with the tools they need to analyze molecular interactions and identify crucial biomarkers- Enables researchers to predict molecular interactions and identify novel drug targets with unparalleled accuracy and efficiency- Unlocks new avenues for biological discovery, facilitating precise and effective research outcomes

Produkt-Details

• Erscheint lt. Verlag: 14.11.2025
• Sprache: englisch
• Themenwelt: Naturwissenschaften ► Biologie
• ISBN-13: 9780443276095 / 9780443276095