Big data in multimodal medical imaging /
Big data in multimodal medical imaging /
edited by Ayman El-Baz and Jasjit S. Suri.
- xvii, 311 pages : illustrations ; 26 cm.
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.
9781032087276
Diagnostic imaging--Data processing.
Big data.
RC78.7.D53 / B54 2020
616.0754 / B480
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.
9781032087276
Diagnostic imaging--Data processing.
Big data.
RC78.7.D53 / B54 2020
616.0754 / B480