Comparative review of big data analytics and GIS in healthcare decision-making

Author:

Odunayo Josephine Akindote ,Abimbola Oluwatoyin Adegbite ,Samuel Onimisi Dawodu ,Adedolapo Omotosho ,Anthony Anyanwu ,Chinedu Paschal Maduka

Abstract

This research explores the confluence of big data analytics and Geographic information systems (GIS) in healthcare decision-making. The comparative review delineates the unique strengths of each technology, showcasing potential synergies. Big data analytics harnesses advanced analytics for predictive modeling and clinical decision support, while GIS introduces a spatial context for health data analysis. Future trends suggest integrations with artificial intelligence, real-time analytics, and wearable technology. However, challenges encompass data privacy, biases, and interdisciplinary collaboration. Ethical considerations emphasize transparency, informed consent, and the responsible use of patient data. As these technologies evolve, their seamless integration holds the promise of precision health, community-oriented interventions, and proactive pandemic response, reshaping the landscape of healthcare decision-making.

Publisher

GSC Online Press

Subject

General Medicine

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Exploring the Role of Explainable AI in Compliance Models for Fraud Prevention;International Journal of Latest Technology in Engineering Management & Applied Science;2024-06-27

2. Tweets to Predict: LSTM Model for Crime Analysis Using Twitter Time Series Data;2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS);2024-04-18

3. Using Machine Learning to Achieve Cyber security Requirements: A Comprehensive;2024

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3