Design and Implementation of Advanced Machine Learning Management and Its Impact on Better Healthcare Services: A Multiple Regression Analysis Approach (MRAA).

Autor: Devi MK; Department of Information Technology, Dr. M.G.R. Educational And Research Institute, India., Vemuri VP; NKES College at Arts, Commerce and Science, Mumbai University, India., Arumugam M; Department of Management Studies, M S Ramaiah Institute of Technology, Bangalore 560064, India., UmaMaheswaran SK; Department of Mathematics, Sri Sairam Engineering College, Chennai, Tamil Nadu, India., Acharjee PB; Computer Science, The Assam Kaziranga University, India., Singh R; Electronics and Communication Engineering, SRM Institute of Science and Technology, NCR Campus, Ghaziabad, Delhi, India., Kaliyaperumal K; IT @ IoT-HH Campus, Ambo University, Ethiopia.
Jazyk: angličtina
Zdroj: Computational and mathematical methods in medicine [Comput Math Methods Med] 2022 Apr 04; Vol. 2022, pp. 2489116. Date of Electronic Publication: 2022 Apr 04 (Print Publication: 2022).
DOI: 10.1155/2022/2489116
Abstrakt: In the current information and technology era, business enterprises are focusing in performing the process effectively by reducing the waiting time in completing the work, reduce latency and deploy the resources effectively so as to service the patient, medical practitioners, societies, and other stakeholders in an efficient manner. Hence, several organisations are using the emerging technologies so as to obtain high performance and enhance competitive edge. The advancement in machine learning, deep learning, business analytics, etc. enables the health care industry to identify the patterns based on the data collected and create a pivotal position and enhance revenues and profits in a sustainable manner. Machine learning models are considered as computational algorithms which will enable in collected the data, analyze them, and provide the necessary reports to the experts and management in order to make informed decision making. The application of advanced machine learning enables the organisation to process the image effectively, recognize the voice and enable in servicing the customers, process the available data, and identify the patterns so as to make informed decision making. The basic purpose of the study is to analyze the overall implementation of advanced machine learning approaches towards health care services for providing enhanced services, better patient engagement, and support in creating better life for them, the researchers intend to collect the closed-ended questionnaire from employees in different medical centers covering: apprehend the nature of designing and implementation of machine learning approaches in the organisation and understand the effectiveness of these tools in enhancing the sustainable growth and development of the organisation.
Competing Interests: The authors declare that they have no conflict of interest.
(Copyright © 2022 M. Kiruthiga Devi et al.)
Databáze: MEDLINE
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