Author

Aman Dalmia

Indian Institute of Technology Guwahati

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Aparajita DuttaiD· 1 shared Ashish AnandiD· 1 shared Kusum Kumari SinghiD· 1 shared R Athul· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Aparajita DuttaORCID

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1 paper

Recent·Most cited

SpliceVisuL: Visualization of Bidirectional LongShort-term Memory Networks for Splice JunctionPrediction

Aparajita Dutta, Aman Dalmia, R Athul, Kusum Kumari Singh, Ashish Anand

This paper evaluates visualization techniques for interpreting a neural network's learned features in splice junction prediction, finding that perturbation-based methods outperform back-propagation for canonical motifs.

bioRxiv · Aug 31, 2019 · PreprintBioinformatics