Data Driven Approaches on Medical Imaging
portes grátis
Data Driven Approaches on Medical Imaging
Gupta, Kishor Datta; Andrei, Stefan; Zheng, Bin; Sarker, Md Kamruzzaman
Springer International Publishing AG
02/2024
228
Dura
Inglês
9783031477713
15 a 20 dias
Descrição não disponível.
Chapter. 1. Introduction of Medical Imaging Modalities.- Chapter. 2. Introduction to Medical Imaging Informatics.- Chapter. 3. Active Learning on Medical Image.- Chapter. 4. Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework.- Chapter. 5. AUTOML Systems for Medical Imaging.- Chapter. 6. Online learning for X-ray, CT or MRI.- Chapter. 7. Invariant Scattering Transform for Medical Imaging.- Chapter. 8. Generative Adversarial Networks for Data Augmentation.- Chapter. 9. Bias, Ethical concerns, and explainable decision-making in medical imaging research.- Chapter. 10. Case Studies on X-Ray Imaging, MRI and Nuclear Imaging.- Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Computer vision;Medical Imaging;CNN;Few shot learning;Medical Diagnosis;Generative Adversarial Networks;X Ray;CT scan;MRI;Medical Imaging Informatics
Chapter. 1. Introduction of Medical Imaging Modalities.- Chapter. 2. Introduction to Medical Imaging Informatics.- Chapter. 3. Active Learning on Medical Image.- Chapter. 4. Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework.- Chapter. 5. AUTOML Systems for Medical Imaging.- Chapter. 6. Online learning for X-ray, CT or MRI.- Chapter. 7. Invariant Scattering Transform for Medical Imaging.- Chapter. 8. Generative Adversarial Networks for Data Augmentation.- Chapter. 9. Bias, Ethical concerns, and explainable decision-making in medical imaging research.- Chapter. 10. Case Studies on X-Ray Imaging, MRI and Nuclear Imaging.- Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
