2 papers
cs.DC2025
Optimizing the Variant Calling Pipeline Execution on Human Genomes Using GPU-Enabled Machines
Ajay Kumar, Praveen Rao, Peter Sanders
Variant calling is the first step in analyzing a human genome and aims to detect variants in an individual's genome compared to a reference genome. Due to the computationally-inten…
cs.AI2024
A Scalable Tool For Analyzing Genomic Variants Of Humans Using Knowledge Graphs and Machine Learning
Shivika Prasanna, Ajay Kumar, Deepthi Rao +2
The integration of knowledge graphs and graph machine learning (GML) in genomic data analysis offers several opportunities for understanding complex genetic relationships, especial…