ISSN2456-3315
Impact Factor10.57
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Low Cost₹599 / $45
CrossRefDOI
ESTD2016
Peer ReviewTransparent
AccessOpen
Submission: Always Open
Paper Title
THE ROLE OF MACHINE LEARNING IN HEALTHCARE
Authors
Ridwan Mansaray , Ogou Essehou Gbokanle Kalide Marius
Keywords
Abstract
Abstract
This paper delves into the transformative integration of machine learning (ML) within healthcare operations, showcasing its immense promise. Through an in-depth exploration, it examines various ML techniques and their applications in healthcare, highlighting their smart features tailored for this domain. Furthermore, it identifies the foundational pillars of ML for healthcare services, elucidating their pivotal role in shaping the future of medical practice. Additionally, this paper underscores the significant applications of ML in healthcare, emphasising its profound impact on improving patient outcomes and optimising healthcare delivery.
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How To Cite
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IJRTI — journal style
"THE ROLE OF MACHINE LEARNING IN HEALTHCARE", IJRTI - International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.10, Issue 1, page no.a155-a173, January-2025, Available :https://ijrti.org/papers/IJRTI2501024.pdf
APA — 7th edition
Mansaray, R., & Marius, O. E. G. K. (2025). THE ROLE OF MACHINE LEARNING IN HEALTHCARE. International Journal for Research Trends and Innovation, 10(1), a155-a173. https://ijrti.org/viewpaperforall.php?paper=IJRTI2501024
MLA — 9th edition
Mansaray, Ridwan, and Ogou Essehou Gbokanle Kalide Marius. "THE ROLE OF MACHINE LEARNING IN HEALTHCARE." International Journal for Research Trends and Innovation, vol. 10, no. 1, 2025, pp. a155-a173, https://ijrti.org/viewpaperforall.php?paper=IJRTI2501024.
Chicago — 17th, bibliography
Mansaray, Ridwan, and Ogou Essehou Gbokanle Kalide Marius. "THE ROLE OF MACHINE LEARNING IN HEALTHCARE." International Journal for Research Trends and Innovation 10, no. 1 (2025): a155-a173. https://ijrti.org/viewpaperforall.php?paper=IJRTI2501024.
Harvard — author–date
Mansaray, R. and Marius, O.E.G.K. (2025) 'THE ROLE OF MACHINE LEARNING IN HEALTHCARE', International Journal for Research Trends and Innovation, 10(1), pp. a155-a173. Available at: https://ijrti.org/viewpaperforall.php?paper=IJRTI2501024
IEEE — numbered reference
R. Mansaray and O. E. G. K. Marius, "THE ROLE OF MACHINE LEARNING IN HEALTHCARE," IJRTI, vol. 10, no. 1, pp. a155-a173, Jan. 2025.
Vancouver — biomedical
Mansaray R, Marius OEGK. THE ROLE OF MACHINE LEARNING IN HEALTHCARE. IJRTI. 2025 Jan;10(1):a155-a173.
AMA — 11th edition
Mansaray R, Marius OEGK. THE ROLE OF MACHINE LEARNING IN HEALTHCARE. IJRTI. 2025;10(1):a155-a173. Accessed at https://ijrti.org/viewpaperforall.php?paper=IJRTI2501024
BibTeX — Zotero, Mendeley, LaTeX
@article{IJRTI2501024,
author = {Ridwan Mansaray and Ogou Essehou Gbokanle Kalide Marius},
title = {THE ROLE OF MACHINE LEARNING IN HEALTHCARE},
journal = {International Journal for Research Trends and Innovation},
volume = {10},
number = {1},
pages = {a155-a173},
year = {2025},
month = {January},
issn = {2456-3315},
url = {https://ijrti.org/viewpaperforall.php?paper=IJRTI2501024}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - Mansaray, Ridwan
AU - Marius, Ogou Essehou Gbokanle Kalide
TI - THE ROLE OF MACHINE LEARNING IN HEALTHCARE
T2 - International Journal for Research Trends and Innovation
JA - IJRTI
VL - 10
IS - 1
PY - 2025
SN - 2456-3315
UR - https://ijrti.org/viewpaperforall.php?paper=IJRTI2501024
SP - a155-a173
ER -
Issue
Volume 10 Issue 1,
January-2025
Pages : a155-a173
Other Publication Details
Paper Reg. ID
IJRTI_200178
Published Paper ID
IJRTI2501024
Downloads
205,612
Research Area
Science & Technology
Country
GAUTAM BUDDHA NAGAR, Uttar Predish, India
Published
January 2025
Published Paper PDF
https://ijrti.org/papers/IJRTI2501024.pdf
Published Paper URL
https://ijrti.org/viewpaperforall.php?paper=IJRTI2501024
About Publisher
International Journal for Research Trends and Innovation
Published by IJRTI (JW Publication)
2456-3315
ISSN
10.57
Impact Factor
2016
ESTD Year
Open
Access
Impact Factor 10.57 calculated by Google Scholar and Semantic Scholar.
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© 2025 — Authors hold the copyright of this article.
This work is licensed under a
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and The Open Definition.
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The content, data and findings in this article are based on the authors’ research and have been
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Declarations
Funding
No external funding was received for this study.
Conflict of Interest
The authors declare that they have no conflict of interest.
Acknowledgements
The authors would like to thank the reviewers and the editorial board of International Journal for Research Trends and Innovation for their careful reading and constructive comments, and all colleagues who supported the preparation of this manuscript.
