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  Published Paper Details:

  Paper Title

AI-Driven Frameworks for Intelligent Healthcare and Predictive Diagnostics

  Authors

  Gujarathi Lakshmi Narayana,  Dr. CH. Srilakshmi Prasanna

  Keywords

Artificial Intelligence, Predictive Diagnostics, Intelligent Healthcare, Machine Learning, Deep Learning, Clinical Decision Support.

  Abstract


The integration of Artificial Intelligence (AI) into healthcare is reshaping the delivery of medical services, enabling early disease detection, precise treatment planning, and real-time monitoring. This research proposes an AI-driven framework for intelligent healthcare and predictive diagnostics that leverages machine learning, deep learning, and natural language processing to extract actionable insights from heterogeneous medical data, including electronic health records, imaging, and sensor-based monitoring systems. The framework emphasizes predictive modeling to forecast disease progression, support preventive interventions, and personalize treatment strategies while ensuring scalability across diverse clinical scenarios. Key contributions include the design of adaptive algorithms capable of handling high-dimensional data, mechanisms for explainable decision-making to enhance trust among clinicians, and integration with cloud-edge infrastructures for timely and resource-efficient deployment. Experimental validation highlights improved diagnostic accuracy, reduced latency in decision support, and enhanced patient outcomes compared to conventional approaches. This work underscores the transformative potential of AI in advancing predictive diagnostics, fostering proactive healthcare, and paving the way toward sustainable, patient-centered medical ecosystems.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2510330

  Paper ID - 295111

  Page Number(s) - c765-c772

  Pubished in - Volume 13 | Issue 10 | October 2025

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Gujarathi Lakshmi Narayana,  Dr. CH. Srilakshmi Prasanna,   "AI-Driven Frameworks for Intelligent Healthcare and Predictive Diagnostics", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 10, pp.c765-c772, October 2025, Available at :http://www.ijcrt.org/papers/IJCRT2510330.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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