Titlebook: Deep Learning in Data Analytics; Recent Techniques, P Debi Prasanna Acharjya,Anirban Mitra,Noor Zaman Book 2022 Springer Nature Switzerland

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Automatic Image Segmentation by Ranking Based SVM in Convolutional Neural Network on Diabetic Fundus stage, a deep ranking support vector machine (SVM) is used to define a consistent feature label, which will be served as input to a CNN. It reduces the number of channels in the following CNN and allows it to converge on extended detailed segmentation of the optic discs and vessels. In order to gai

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A Predictive Data Analytic Approach to Get Insight of Healthcare Databasesed in an increased life span of patients with genetic disabilities. Thus, the affected persons can now live up to a higher age. The current study aimed to discover hidden patterns from congenital heart databases for future medical diagnosis using a clustering technique to find secret ways. The desig

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An Extensive Study of Privacy Preserving Recommendation System Using Collaborative Filteringmation in a side recommender system is the main requirement with the best accuracy. This chapter summarizes all privacy-preserving methods for providing security and privacy to the user’s rating of a particular item.

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On the Study of Machine Learning Algorithms Towards Healthcare Applicationstion of machine learning in healthcare may help increase the efficiency of diagnosing disease and be time-saving in predicting the device. In this chapter, the different healthcare sectors and how machine learning is useful in different sectors are looked into.

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