TY - BOOK AU - El-Baz,Ayman AU - Suri,Jasjit S. TI - Big data in multimodal medical imaging SN - 9781032087276 AV - RC78.7.D53 B54 2020 U1 - 616.0754 PY - 2020/// CY - Boca Raton, Florida : PB - CRC Press/Taylor Francis Group KW - Diagnostic imaging KW - Data processing. KW - Big data N1 - Includes bibliographical references and index; Multimodal imaging radiomics and machine learning -- Multimodal medical image fusion in NSCT domain -- Computer aided diagnosis in pre-clinical dementia: from single- modal metrics to multi-modal fused methodologies -- Automated diagnosis and prediction in cardiovascular diseases using tomographic imaging -- Big data in computational health informatics -- Fast dual optimization for medical image segmentation -- Non-parametric Bayesian estimation of rigid registration for multi-contrast data in big data analysis -- Multimodal analysis in biomedicine -- Towards big data in acute renal rejections -- Overview of deep learning algorithms applied to medical images -- Big data in prostate cancer -- Automatic detection of early signs of diabetic retinopathy based on feature fusion from OCT and OCTA scans -- Computer aided diagnosis system for early detection of diabetic retinopathy using OCT images. ER -