图书简介
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.
1. Medical Imaging 2. Biomedical Sensors 3. Biologic Computing 4. Electronic Medical Records and Picture Archive and Communication Systems (PACS) 5. Machine Intelligence in Medical Imaging 6. Health Intelligence 7. Artificial Intelligence in Bioinformatics 8. Deep Learning in Medical Image Analysis 9. Automatic Lesion Detection with 3D Convolutional Neural Networks 10. Biomedical Image Segmentation for Precision Radiation Oncology 11. Content-based Large-Scale Medical Image Retrieval 12. Natural Language Processing for Big Medical Data Analytics 13. Towards Large-Scale Histopathological Image Analysis 14. Biomedical Data Modelling and Parametric Imaging 15. Biomedical Data and Information Visualization 16. Biomedical Image Characterization and Radiogenomics 17. Medical Robotics 18. Clinical Virtual Reality: A Brief Review of the Future 19. Social and Affective Robotics for Neurodisorder Therapy 20. Telehealth and mHealth Computing 21. Internet of Things in Healthcare 22. Social Media for Healthcare 23. Data Analytics and Behavior Informatics in Modern Healthcare
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