Author

Mirjana D. Pavlović

Florida Atlantic UniversityORCID 0000-0003-2894-329XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:deep learning· 2 Research Focus:differential expression· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Research Focus:gene regulatory network inference· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Elan BarenholtziD· 2 shared Michael TetiiD· 2 shared William Edward Hahn· 2 shared Rachel A. StClair· 1 shared Rachel St. ClairiD· 1 shared

Activity by Year

2018-2022 · peak 1/yr

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5 top collaborators · 9 mutual co-author links

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2 shared papersBioinformatics

Elan BarenholtzORCID

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2 papers

Recent·Most cited

BioinformaticsMedical & Biological Engineering & ComputingPeer-reviewedMar 18, 2022

Predicting Residues Involved in Anti-DNA Autoantibodies with Limited Neural Networks

Rachel St. Clair, Michael Teti, Mirjana D. Pavlović…·Elan Barenholtz

The paper uses LSTM and CNN models to predict DNA-binding sites in autoantibodies from primary sequences, finding that LSTM highlights sub-sequences correlated with binding sites.

3 citations

proteomicsdeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintDec 23, 2018

Target Binding and Sequence Prediction With LSTMs

Michael Teti, Rachel A. StClair, Mirjana D. Pavlović…·William Edward Hahn

The paper trains LSTM networks to predict protein properties from primary sequences, achieving high accuracy in classifying homeodomain presence and Artemisinin binding.

DOI 10.1101/504415

protein sequencedeep learning

𝕏 PostBluesky