JOURNAL ARTICLE

AI-Powered Precision Medicine Transforming Personalized Healthcare

Goutham Bilakanti

Year: 2023 Journal:   Zenodo (CERN European Organization for Nuclear Research)   Publisher: European Organization for Nuclear Research

Abstract

AI is redefining precision medicine from vast amounts of genetic, clinical, and patient data to provide personalized healthcare approaches. AI-powered genetically diverse models examine genetic variations, forecast patient response to treatment, and optimize therapy options per person. Machine learning and deep learning technologies facilitate the development of drugs by speeding up biomarker identification and minimizing trial-and-error for pharmaceutical development. AI helps in the identification of disease pattern, allowing for early diagnosis and preventive treatment. AI-based applications utilize genomic information along with lifestyle and environmental information to improve the accuracy of treatment. AI-based real-time patient monitoring allows for adaptive planning of therapy, enhancing patient care. AI-driven digital twins and predictive analytics drive more informed decision-making by clinicians. In addition, AI-driven automation of clinical activities lessens administrative loads and enhances access to care. Ethical concerns such as data privacy, minimization of bias, and regulatory compliance continue to be the highest priorities for AI adoption. The potential of precision medicine is in combining AI with genomics, electronic health records, and IoT devices to facilitate frictionless data-driven medicine. AI-aided predictive analytics supports risk stratification of patients and individualized interventions. Neural networks and NLP functions improve medical imaging analysis to facilitate early diagnosis. The contribution of AI to democratizing precision medicine facilitates equal access to advanced healthcare solutions. As AI continues to evolve, its incorporation into healthcare ecosystems promises a next generation of personalized, predictive, and preventive medicine.

Keywords:
Precision medicine Personalized medicine Health care Analytics Identification (biology) Predictive analytics Digital health

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Topics

Artificial Intelligence in Healthcare and Education
Health Sciences →  Medicine →  Health Informatics
Machine Learning in Healthcare
Physical Sciences →  Computer Science →  Artificial Intelligence
Law, AI, and Intellectual Property
Physical Sciences →  Computer Science →  Artificial Intelligence

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