Biomedical Information Technology, Second Edition contains practical, integrated clinical applications for disease detection, diagnosis, surgery, therapy and biomedical knowledge discovery, including the latest advances in the field, such as biomedical sensors, machine intelligence, artificial intelligence, deep learning in medical imaging, neural networks, natural language processing, large-scale histopathological image analysis, virtual, augmented and mixed reality, neural interfaces, and data analytics and behavioral informatics in modern medicine. The enormous growth in the field of biotechnology necessitates the utilization of information technology for the management, flow and organization of data. All biomedical professionals can benefit from a greater understanding of how data can be efficiently managed and utilized through data compression, modeling, processing, registration, visualization, communication and large-scale biological computing. Presents the world's most recognized authorities who give their best practices Provides professionals with the most up-to-date and mission critical tools to evaluate the latest advances in the field Gives new staff the technological fundamentals and updates experienced professionals with the latest practical integrated clinical applications INDICE: 1. Medical Imaging2. Biomedical Sensors3. Biologic Computing4. Electronic Medical Records and Picture Archive and Communication Systems (PACS)5. Machine Intelligence in Medical Imaging6. Health Intelligence7. Artificial Intelligence in Bioinformatics8. Deep Learning in Medical Image Analysis9. Automatic Lesion Detection with 3D Convolutional Neural Networks10. Biomedical Image Segmentation for Precision Radiation Oncology11. Content-based Large-Scale Medical Image Retrieval12. Natural Language Processing for Big Medical Data Analytics13. Towards Large-Scale Histopathological Image Analysis 14. Biomedical Data Modelling and Parametric Imaging15. Biomedical Data and Information Visualization 16. Biomedical Image Characterization and Radiogenomics17. Medical Robotics18. Clinical Virtual Reality: A Brief Review of the Future19. Social and Affective Robotics for Neurodisorder Therapy20. Telehealth and mHealth Computing21. Internet of Things in Healthcare22. Social Media for Healthcare23. Data Analytics and Behavior Informatics in Modern Healthcare
- ISBN: 978-0-12-816034-3
- Editorial: Academic Press
- Encuadernacion: Rústica
- Páginas: 620
- Fecha Publicación: 15/10/2019
- Nº Volúmenes: 1
- Idioma: Inglés