Jaya Prakash

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Articles

An effective correlation-based data modeling framework for automatic diabetes prediction using machine and deep learning techniques - BMC Bioinformatics

Oct 2, 2023 | bmcbioinformatics.biomedcentral.com | Kiran Kumar |Jaya Prakash |Chaitanya Kumar |Nagwan Abdel

The proposed work mostly focused on developing a data modeling framework with the intention of giving more relevant data to the input of the learning algorithm for the purpose of making an early prediction of type-2 diabetes among individuals. The proposed work is implemented in five main stages: Dataset preparation, data Pre-processing, data modeling framework, data splitting, and classification (using Ml/customized DL), presented in Fig. 1.

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