Data Driven Approaches on Medical Imaging (Hardcover, 2023)

Chapter. 1.?Introduction of Medical Imaging ModalitiesChapter. 2.?Introduction to Medical Imaging InformaticsChapter. 3. Active Learning on Medical ImageChapter. 4.?Few Shot Learning for Medical Imaging: A?Comparative Analysis of Methodologies and?Formal Mathematical FrameworkChapter. 5.?AUTOML Systems for Medical?ImagingChapter. 6.?Online learning for X-ray, CT or MRIChapter. 7.?Invariant Scattering Transform for Medical ImagingChapter. 8.?Generative Adversarial?Networks for Data?AugmentationChapter. 9.?Bias, Ethical concerns, and?explainable decision-making in medical imaging?researchChapter. 10.?Case Studies on X-Ray Imaging, MRI and?Nuclear ImagingIndex