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ISSN Approved Journal || eISSN: 2582-8185 || CODEN: IJSRO2 || Impact Factor 8.2 || Google Scholar and CrossRef Indexed

Peer Reviewed and Referred Journal || Free Certificate of Publication

Research and review articles are invited for publication in March 2026 (Volume 18, Issue 3) Submit manuscript

Big data analytics in healthcare: Optimizing patient outcomes and reducing cost through predictive modeling

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  • Big data analytics in healthcare: Optimizing patient outcomes and reducing cost through predictive modeling

Rishi Reddy Kothinti *

Department of Information Systems, University of Texas at Arlington, USA.

Review Article

 

International Journal of Science and Research Archive, 2022, 07(01), 523-532
Article DOI: 10.30574/ijsra.2022.7.1.0181
DOI url: https://doi.org/10.30574/ijsra.2022.7.1.0181

Received on 27 August 2022; revised on 18 October 2022; accepted on 21 October 2022

Big data analytics is changing healthcare by helping doctors improve patient care results while reducing treatment expenses. Predictive modeling helps healthcare providers see what patients need before problems happen and offers better ways to diagnose illnesses and plan unique treatment. This article shows how big data helps healthcare organizations save money while running their operations better.
We can now predict diseases, take early action, and plan resource use better by adding machine learning and AI to our healthcare systems. Healthcare systems resist full implementation of big data solutions because of patient privacy threats, automated decision flaws, and the challenge of connecting separate medical databases.
This article examines big data analytics through existing methods while presenting real examples and discussing upcoming developments. It highlights the need for ethical practices that protect patients while advancing medical advancements. This article explores how technology in healthcare can create better patient care results while reducing healthcare costs. Big data analytics functions as an essential advancement tool to redesign healthcare operations and develop lasting medical innovations for tomorrow

Big Data Analytics; Healthcare; Predictive Modeling; Cost Reduction; Patient Outcomes; Machine Learning

https://ijsra.net/sites/default/files/fulltext_pdf/IJSRA-2022-0181.pdf

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Rishi Reddy Kothinti. Big data analytics in healthcare: Optimizing patient outcomes and reducing cost through predictive modeling. International Journal of Science and Research Archive, 2022, 07(01), 523-532. Article DOI: https://doi.org/10.30574/ijsra.2022.7.1.0181

Copyright © Author(s). All rights reserved. This article is published under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, sharing, adaptation, distribution, and reproduction in any medium or format, as long as appropriate credit is given to the original author(s) and source, a link to the license is provided, and any changes made are indicated.


All statements, opinions, and data contained in this publication are solely those of the individual author(s) and contributor(s). The journal, editors, reviewers, and publisher disclaim any responsibility or liability for the content, including accuracy, completeness, or any consequences arising from its use.

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