PERSONALISED MEDICINE BASED ON MEDICAL DATA ANALYSIS AND ARTIFICIAL INTELLIGENCE
Keywords:
персонализированная медицина, искусственный интеллект, анализ данных, машинное обучение, геномика, предиктивная диагностика.Abstract
Personalized medicine based on medical data analysis and artificial intelligence (AI) is a revolutionary approach in modern healthcare. The article discusses methods for integrating AI for processing genetic, clinical, and biometric data, as well as their application in diagnosing, predicting, and treating diseases. Examples of using machine learning algorithms to create individual therapeutic strategies are given. The results demonstrate an increase in diagnostic accuracy by 20-35% and a 15-25% reduction in side effects compared to traditional methods. Ethical and technical challenges are discussed, including data privacy and interpretability of AI models.
References
Skypro. (2023). Персонализированное лечение с помощью ИИ. https://sky.pro
London Data Consulting. (2025). Будущее здравоохранения: ИИ и персонализированная медицина. https://london-data-consulting.com
MedProfi. (n.d.). Персонализированная медицина. https://medprofi.org
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