Deep Learning-Based Predictive Analytics for Personalized Healthcare

Mayur Kalubhai Tundiya

Title:
Deep Learning-Based Predictive Analytics for Personalized Healthcare

Authors:
Mayur Kalubhai Tundiya

Cite This Article :

Mayur Kalubhai Tundiya "Deep Learning-Based Predictive Analytics for Personalized Healthcare" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-7, December 2022, pp.2329-2336, URL: https://www.ijtsrd.com/papers/ijtsrd52334.pdf

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Abstract :
This paper introduces a novel deep learning-based predictive analytics framework aimed at transforming personalized healthcare. By leveraging diverse data sources, including electronic health records (EHRs) and genomic information, the proposed approach predicts patient outcomes with enhanced precision and provides tailored treatment recommendations. The framework’s performance was evaluated on a large-scale EHR dataset, showcasing significant improvements in predictive accuracy and efficiency over traditional machine learning methods. Key findings emphasize the transformative potential of deep learning in delivering proactive, personalized healthcare solutions, ultimately contributing to better patient outcomes and optimized healthcare delivery systems.

Keywords :
Deep Learning, Predictive Analytics, Personalized Healthcare, Electronic Health Records (EHRs), Genomic Data

Publication Details:

Unique Identification Number : IJTSRD52334

Published In : Volume-6 | Issue-7, December 2022

Page Number(s) : 2329-2336

Publisher Name : IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470

Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

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