Author

Samiksha BC

Indiana University South BendORCID 0009-0006-8253-6635Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Dana VrajitoruiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

1 paper

Recent·Most cited

NeurosciencebioRxivPreprintAug 23, 2025

TRUSTWORTHY SLEEP STAGING FROM EEG: DEEP ENSEMBLES, MCDROPOUT, AND PREDICTIVE CALIBRATION

Samiksha BC, Dana Vrajitoru

This paper evaluates deep learning methods for sleep stage classification from EEG signals, finding that LSTM-based models provide more consistent trustworthiness and calibration than EEGNet.

DOI 10.1101/2025.08.23.671918

electronic health recordsdeep learning

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