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Author

Ekta Maini

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Conference Open access 2026

Clinical Genomic Sequence Data Sharing for Precision Medicine: A Scoping Review of Technologies, Standards, Challenges, and Future Directions

This review explores current methods, technologies and governance structures for the sharing of genomic data, as well as national genome initiatives and the genomics industry to offer a broad overview and proposes four recommendations for future directions to improve the consistency, security and interoperability of da...

Ekta Maini, Dhairya Marwaha, Dheeraj Marwaha · 0 citations
Conference Open access 2026

Atomic Watchtower: A Multi-Modal Machine Learning Framework for Swift Antimicrobial Resistance Prediction Using Whole Genome Sequencing and SMILES-Based Molecular Mapping

The Atomic Watchtower is presented, a multi-modal machine learning framework that incorporates Whole Genome Sequencing k-mer features alongside drug-structure data encoded as SMILES alongside drug-structure data encoded as SMILES that poses the resistance prediction task as a structural-matching problem between pathoge...

Shiva Kashyap Yellavajhala, Police Sandeep Kumar Reddy, Honal Sudhakar John Kamalakar et al. · 0 citations

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