Life Science Data Mining
Author | : Chung-sheng Li |
Publisher | : World Scientific |
Total Pages | : 390 |
Release | : 2006-12-29 |
ISBN-10 | : 9789814476829 |
ISBN-13 | : 981447682X |
Rating | : 4/5 (29 Downloads) |
Book excerpt: This timely book identifies and highlights the latest data mining paradigms to analyze, combine, integrate, model and simulate vast amounts of heterogeneous multi-modal, multi-scale data for emerging real-world applications in life science.The cutting-edge topics presented include bio-surveillance, disease outbreak detection, high throughput bioimaging, drug screening, predictive toxicology, biosensors, and the integration of macro-scale bio-surveillance and environmental data with micro-scale biological data for personalized medicine. This collection of works from leading researchers in the field offers readers an exceptional start in these areas.