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ORCID 0009-0004-6057-6228Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
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Sriram Shravan Saligram, Vishnu Vardhan Kasturi, Sidhardha Reddy Surkanti…·Vani Kondaparthi
OligoGraph predicts siRNA efficacy using a graph-based deep learning model, outperforming existing methods on multiple datasets for both 19- and 21-nucleotide siRNAs.
Sidhardha Reddy Surkanti, Vishnu Vardhan Kasturi, Sriram Shravan Saligram…·Vani Kondaparthi
RNAiSpline predicts siRNA efficacy using deep learning with self-supervised pretraining and KAN, CNN, and Transformer Encoder, achieving high ROC-AUC and F1 scores.
Sapireddy Vaishnavi, N. Rajkumar, Meruva Venkata Harshit…·Vani Kondaparthi
SiaRNA predicts siRNA-mRNA efficacy using a Siamese Neural Network with bidirectional cross-attention, outperforming existing methods on benchmark datasets.