Translational Bioinformatics in Healthcare and Medicine

Translational Bioinformatics in Healthcare and Medicine offers an overview of main principles of bioinformatics, biological databases, clinical informatics, health informatics, viroinformatics and real-case applications of translational bioinformatics in healthcare. Written by experts from both technology and clinical sides, the content brings together essential knowledge to make the best of recent advancements of the field. The book discusses topics such as next generation sequence analysis, genomics in clinical care, IoT applications, blockchain technology, patient centered interoperability of EHR, health data mining, and translational bioinformatics methods for drug discovery and drug repurposing. In addition, it discusses the role of bioinformatics in cancer research and viroinformatics approaches to counter viral diseases through informatics. This is a valuable resource for bioinformaticians, clinicians, healthcare professionals, graduate students and several members of biomedical field who are interested in learning more about how bioinformatics can impact in their research and practice. Covers recent advancements in translational bioinformatics and its healthcare applicationsDiscusses integrative and multidisciplinary approaches to U-healthcare systems development and managementBridges the gap among various knowledge domains in the field, integrating both technological and clinical knowledge into practical content INDICE: 1. Translational Bioinformatics in Healthcare: Past, Present and Future 2. The Fundamentals and Potential of Translational Medicine in Healthcare 3. Next-generation sequence analysis for clinical applications 4. Genomics in Clinical care through precision medicine and personalized treatments 5. A Review on Hybrid IoT-NG-PON system for Translational Bioinformatics in Healthcare 6. IoT Applications in Translational Bioinformatics 7. Blockchain technology in Healthcare: Making digital healthcare reliable, more accurate and revolutionary 8. Patient Centered Interoperability of Electronic Health Records Facilitated By Blockchain 3.0 9. Integrity Promised - Leveraging Blockchain Technology for Medical Image Sharing 10. From molecules to patients: The clinical applications of biological databases and electronic health records 11. Translational Bioinformatics methods for drug discovery and drug repurposing 12. Role of Bioinformatics in Cancer research and Drug development 13. Application, Functionality and security issues of data mining techniques in healthcare informatics 14. Viroinformatics: A modern approach to counter viral diseases through computational informatics Viruinformatics for Viral Diseases: Tools and Databases Machine Learning and Translational Bioinformatics An enhanced feature selection and cancer classification for microarray data using relaxed Lasso and support vector machine Lipophilic Ligand Efficiency in Relation to 3D Physicochemical 15. Characters and Binding Affinities of LMW-PTP Inhibitors: A Molecular Insight Fuzzy Rule Driven Data 16. Mining Framework to Knowledge Acquisition for Expert System - A Study on Coronary Artery Disease 17. An Algorithm Bioinformatics Efficient in Healthcare with High Accuracy in Detection and Counting of Erythrocytes, Leukocytes, and Blasts

• ISBN: 978-0-323-89824-9
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 250
• Fecha Publicación: 01/05/2021
• Nº Volúmenes: 1
• Idioma: Inglés