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Steffi Philip Mulamoottil on Muck Rack

Steffi Philip Mulamoottil

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Articles

A double-layered fully automated insomnia identification model employing synthetic data generation using MCSA and CTGAN with single-channel EEG signals | Scientific Reports

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By T. V. Vigneswaran, Steffi Philip Mulamoottil
| Nature Verified
Abstract Insomnia was diagnosed by analyzing sleep stages obtained during polysomnography (PSG) recording. The state-of-the-art insomnia detection models that used physiological signals in PSG were successful in classification. However, the sleep stages of unbalanced data in small-time intervals were fed for classification in previous studies.
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