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World Journal of Advanced Research and Reviews
Article . 2025 . Peer-reviewed
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Article . 2025
License: CC BY
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ZENODO
Article . 2025
License: CC BY
Data sources: Datacite
ZENODO
Article . 2025
License: CC BY
Data sources: Datacite
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Revolutionizing early diagnosis and personalized care: The role of AI in healthcare

Authors: YARLAGADDA, KRISHNA CHAITANYA;

Revolutionizing early diagnosis and personalized care: The role of AI in healthcare

Abstract

Artificial Intelligence (AI) is transforming healthcare by enhancing diagnostic accuracy and enabling personalized medicine. Deep learning and machine learning models have demonstrated superior performance in medical imaging, disease prediction, and patient-specific treatment optimization. Convolutional neural networks have achieved remarkable results in detecting abnormalities in radiology scans, often surpassing human-level accuracy. AI-driven genomic analysis also aids in identifying disease susceptibility, enabling precision medicine approaches. Case studies on AI's role in detecting conditions such as cancer, Alzheimer's, and cardiovascular diseases highlight its ability to improve early diagnosis and optimize therapeutic interventions. However, challenges including data privacy, model interpretability, and regulatory compliance require careful consideration. The integration of diverse patient data sources and the development of real-time monitoring systems represent promising future directions. Overall, AI has substantial potential to revolutionize healthcare by reducing diagnostic errors, personalizing treatment plans, and improving patient outcomes, particularly in resource-limited settings.

Related Organizations
Keywords

Medical Imaging Analysis, Healthcare Equity, Personalized Treatment, Autonomous Diagnostics, Deep Learning Algorithms

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
gold
Related to Research communities
Cancer Research