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Titlebook: Data Driven Approaches on Medical Imaging; Bin Zheng,Stefan Andrei,Kishor Datta Gupta Book 2023 The Editor(s) (if applicable) and The Auth

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Introduction to Medical Imaging Informatics,e used to develop new quantitative image markers and prediction models for disease detection, diagnosis, and prognosis prediction. By covering the basic knowledge of medical imaging informatics, this chapter provides a foundation for understanding the role of informatics in medicine and its potential impact on patient care.
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Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematimelight in this data scarcity sector. In this chapter, the background, and basic overview of a few shots of learning are represented. Henceforth, the classification of few shot learning is described also. Even, the paper shows a comparison of methodological approaches that are applied in medical ima
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Case Studies on X-ray Imaging, MRI and Nuclear Imaging,medical imaging technology. CNN is a commonly used approach for image analysis due to its ability to extract features from raw input images, and as such, will be the primary area of discussion in this study. Therefore, we have considered CNN as our discussion area in this study to diagnose ailments
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