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Nandakumar P photo

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followers: 1.0 following: 1.0 repos: 28.0 gists: 0.0

Name: Nandakumar P

Type: User

Company: Vellore Institute of Technology

Bio: Research Scholar at VIT University, Vellore. My areas of interest are machine learning, deep learning, optimization, data science, bio-inspired computing.

Nandakumar P's Projects

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Artificial Intelligence (AI) tool can effectively identify and distinguish between two life-threatening heart conditions that are often easy to miss: hypertrophic cardiomyopathy and cardiac amyloidosis. Machine learning (ML)β€”the use of computer algorithms that can learn complex patterns from data. The correct prediction of heart disease can prevent life threats. Expected results can increase very much in deep learning when compare to machine learning as well.

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Using deep learning and machine learning to predict Cardiovascular disease(CVD)

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ECG classification using MIT-BIH data, a deep CNN learning implementation of Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network, https://www.nature.com/articles/s41591-018-0268-3 and also deploy the trained model to a web app using Flask, introduced at

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The project involves training a machine learning model (K Neighbors Classifier) to predict whether someone is suffering from a heart disease with 87% accuracy.

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Various classification algorithms are implemented to predict whether a person is prone to or is suffering from heart disease

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Interested in ML and DL research can download this Ebook definitely for their improvement in that field.

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