Shivashankar Hiriyur Nagaraj

This study uses multivariate genomic modelling to identify shared and ancestry-specific genetic loci associated with cardio-renal-metabolic multimorbidity across European, East Asian, and African populations.

This study uses clinicopathological data and AI models to predict distant recurrences in invasive breast carcinoma patients, showing cross-institutional validity with AUC 0.75-1.0.

This study uses deep learning to classify 37 cancer types from TCGA data, identifying cancer-specific gene expression signatures with >97% accuracy.

ImaGene is a web-based platform for radiogenomic analysis that correlates tumor imaging and omics data, identifies gene-imaging feature associations, and generates diagnostic reports.

BGvar compiles and curates blood group-related genomic variants into a resource for genomic analysis of blood group antigens.

RBCeq is a bioinformatics tool that improves blood type compatibility testing by accurately identifying blood group variants from genomic data, achieving high concordance with established databases.