RETRACTED: Deep Learning in Healthcare System for Quality of Service (Retracted Article)

被引:16
作者
Bordoloi, Dibyahash [1 ]
Singh, Vijay [1 ]
Sanober, Sumaya [2 ]
Buhari, Seyed Mohamed [3 ]
Ujjan, Javed Ahmed [4 ,5 ]
Boddu, Rajasekhar [6 ]
机构
[1] Graph Era Univ, Dept Comp Sci & Engn, Dehra Dun, Uttarakhand, India
[2] Prince Sattam Bin Abdul Aziz Univ, Wadi Al Dawasir 1191, Saudi Arabia
[3] King Abdulaziz Univ, Dept Informat Technol, POB 80221, Jeddah 21589, Saudi Arabia
[4] Shah Abdul Latif Univ Khairpur, Dept Zool, Sindh, Pakistan
[5] Northwest A&F Univ, Coll Anim Sci & Technol, Xianyang, Peoples R China
[6] Haramaya Univ, Coll Comp & Informat, Dept Software Engn, Dire Dawa, Ethiopia
关键词
HUMAN ACTIVITY RECOGNITION; MODEL; IOT;
D O I
10.1155/2022/8169203
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Deep learning (DL) and machine learning (ML) have a pivotal role in logistic supply chain management and smart manufacturing with proven records. The ability to handle large complex data with minimal human intervention made DL and ML a success in the healthcare systems. In the present healthcare system, the implementation of ML and DL is extensive to achieve a higher quality of service and quality of health to patients, doctors, and healthcare professionals. ML and DL were found to be effective in disease diagnosis, acute disease detection, image analysis, drug discovery, drug delivery, and smart health monitoring. This work presents a state-of-the-art review on the recent advancements in ML and DL and their implementation in the healthcare systems for achieving multi-objective goals. A total of 10 papers have been thoroughly reviewed that presented novel works of ML and DL integration in the healthcare system for achieving various targets. This will help to create reference data that can be useful for future implementation of ML and DL in other sectors of healthcare system.
引用
收藏
页数:11
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