Advances in Genomic Data Analysis and Drug Discovery

Computational biology is at the van of transubstantiation natural exploration, exercising computational models and machine literacy(ML) to interpret complex natural data. This mainly explores operations of machine literacy in genomic data analysis, particularly fastening on relating inheritable variants, prognosticating complaint vulnerability, and enhancing medicine discovery. The challenges in data integration and interpretability of machine literacy models are bandied. The rapid-fire development of AI-driven platforms and substantiated drugs is also stressed as a promising outgrowth of integrating computational biology into clinical practices.

Authors

Publication Details

Journal
International Journal of Innovative Research in Science Engineering and Technology
Published
2025-02-20
DOI
https://doi.org/10.15680/ijirset.2025.1402087
Primary Topic
Genetics, Bioinformatics, and Biomedical Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Advances in Genomic Data Analysis and Drug Discovery

B. Geetha, C.K. Gomathy, V Bhumika, Chenchu Revathi P
International Journal of Innovative Research in Science Engineering and Technology
Genetics, Bioinformatics, and Biomedical Research
article

Advances in Genomic Data Analysis and Drug Discovery

B. Geetha, C.K. Gomathy, V Bhumika, Chenchu Revathi P
article en

Abstract

Computational biology is at the van of transubstantiation natural exploration, exercising computational models and machine literacy(ML) to interpret complex natural data. This mainly explores operations of machine literacy in genomic data analysis, particularly fastening on relating inheritable variants, prognosticating complaint vulnerability, and enhancing medicine discovery. The challenges in data integration and interpretability of machine literacy models are bandied. The rapid-fire development of AI-driven platforms and substantiated drugs is also stressed as a promising outgrowth of integrating computational biology into clinical practices.

International Journal of Innovative Research in Science Engineering and TechnologyVol. 14(02)
Openalex Percentile: Top 95%
Genetics, Bioinformatics, and Biomedical Research
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