Radiomics and its Clinical Application: Artificial Intelligence and Medical Big Data

The rapid development of artificial intelligence technology in medical data analysis has lead to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, machine learning methods for model construction and performance evaluation, providing invaluable guidance on radiomics for the researcher entering the field. It fully describes two key aspects of radiomic clinical practice: precision diagnosis, the therapeutic effect and prognostic evaluation, which make radiomics a powerful tool in the clinical setting. This book is a very useful resource for scientists and computer engineers in machine learning and medical image analysis, scientists focusing on antineoplastic drugs, radiologists, pathologists, oncologists, and surgeons wanting to understand radiomics and its potential in clinical practice. An introduction to the concepts of radiomicsIn-depth presentation of the core technologies and methodsSummary of current radiomics research and a perspective on the future of radiomics and the challenges aheadAn Introduction to several platforms that are planned to be built: cooperation, data sharing, software, and application platforms INDICE: 1. Introduction of Radiomics2. Key technology of Radiomics3. Precision diagnosis based on Radiomics4. Therapeutic effect evaluation and prognostic prediction based on Radiomics5. Summary and outlook

• ISBN: 978-0-12-818101-0
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 225
• Fecha Publicación: 01/11/2020
• Nº Volúmenes: 1
• Idioma: Inglés