Metagenome2vec: Building contextualized representations for scalable metagenome analysis

SN Aakur, V Indla, V Indla, S Narayanan… - … Conference on Data …, 2021 - ieeexplore.ieee.org
Advances in next-generation metagenome sequencing have the potential to revolutionize
the point-of-care diagnosis of novel pathogen infections, which could help prevent potential …

Sim2real for metagenomes: Accelerating animal diagnostics with adversarial co-training

V Indla, V Indla, S Narayanan… - Pacific-Asia Conference …, 2021 - Springer
Abstract Machine learning models have made great strides in many fields of research,
including bioinformatics and animal diagnostics. Recently, attention has shifted to detecting …

Scalable Pathogen Detection from Next Generation DNA Sequencing with Deep Learning

S Narayanan, SN Aakur, P Ramamurthy… - arXiv preprint arXiv …, 2022 - arxiv.org
Next-generation sequencing technologies have enhanced the scope of Internet-of-Things
(IoT) to include genomics for personalized medicine through the increased availability of an …