Author

Somya D. Mohanty

University of North Carolina at GreensboroORCID 0000-0002-4253-5201Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Prashanti MandaiD· 2 shared Deborah A. LekaniD· 1 shared Lucas Beasley· 1 shared Marjorie Jenkins· 1 shared Thomas P. McCoyiD· 1 shared

Activity by Year

2018-2020 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 7 mutual co-author links

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2 shared papersBioinformatics

Prashanti MandaORCID

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2 papers

Recent·Most cited

BioinformaticsIEEE International Conference on Bioinformatics and Biomedicine (BIBM)Peer-reviewedDec 16, 2020

A multi-modal machine learning approach towards predicting patient readmission

Somya D. Mohanty, Deborah A. Lekan, Thomas P. McCoy…·Prashanti Manda

This paper develops and compares machine learning models to predict 30-day unplanned readmission in frail elderly patients using electronic health records.

6 citations

electronic health recordsmachine learning (classical)

𝕏 PostBluesky

BioinformaticsbioRxivPreprintJul 10, 2018

Taking a Dive: Experiments in Deep Learning for Automatic Ontology-based Annotation of Scientific Literature

Prashanti Manda, Lucas Beasley, Somya D. Mohanty

This study develops a GRU-based deep learning model for ontology-based annotation of scientific literature, achieving high precision and recall across five ontologies.

9 citations

deep learningstatistical model

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