Integrated computational biology & omics data Identify genetic alterations associated with disease. This information can be used to develop diagnostic tests and to better understand the pathogenesis of diseases, predicting patient outcomes, personalizing treatment.  

Generative AI and LLMs (Large Language Models) offer exciting possibilities for predictive analysis in genomic medicine , single-cell spatial multi-omics data analysis.

Cognitive Drug Discovery =  knowledge graphs+ LLMs+ GenAI+ GraphRAG

Highlight the integration of cutting-edge AI technologies and methodologies, emphasizing the transformative potential of these tools in the drug discovery

Please scroll over the pages here to get an idea of computational AI based proof-of-concept models developed. Weekly updates are provided with more models and results.