AI-Powered Genomic Solutions Revolutionizing Precision Medicine and Personalized Care
AI, Genomics, PrecisionMedicine, PersonalizedCare, Healthcare
The integration of artificial intelligence (AI) with genomics is revolutionizing the field of precision medicine, enabling a more individualized, predictive, and data-driven approach to healthcare. This review explores the transformative role of AI in analyzing vast and complex genomic datasets, uncovering disease-associated variants, and guiding clinical decision-making. AI techniques—ranging from machine learning and deep learning to natural language processing—are now essential in identifying genetic risk factors, diagnosing rare diseases, predicting drug responses, and discovering novel therapeutic targets. We highlight key applications in oncology, pharmacogenomics, and infectious disease management, as well as notable tools and platforms such as DeepVariant, SpliceAI, and AlphaFold that are reshaping biomedical research. While the promise is immense, challenges persist, including data heterogeneity, lack of population diversity, model interpretability, and ethical concerns related to privacy and fairness. This review also addresses these limitations and discusses the future trajectory of AI-powered genomics, emphasizing the importance of explainable AI, federated learning, and multi-omics integration. As AI continues to evolve, it is poised to become an indispensable asset in translating genomic insights into actionable medical strategies. Ultimately, this synergy between AI and genomics holds the potential to make precision medicine more inclusive, equitable, and effective across global populations.
"AI-Powered Genomic Solutions Revolutionizing Precision Medicine and Personalized Care", TIJER - TIJER - INTERNATIONAL RESEARCH JOURNAL (www.TIJER.org), ISSN:2349-9249, Vol.12, Issue 4, page no.a209-a215, April-2025, Available :https://tijer.org/TIJER/papers/TIJER2504034.pdf
Volume 12
Issue 4,
April-2025
Pages : a209-a215
Paper Reg. ID: TIJER_157312
Published Paper Id: TIJER2504034
Downloads: 000279
Research Area: Others area
Country: Sambalpur, odisha, India
ISSN: 2349-9249 | IMPACT FACTOR: 8.57 Calculated By Google Scholar | ESTD YEAR: 2014
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.57 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: TIJER (IJ Publication) Janvi Wave
