Search Results for author: Daryush D. Mehta

Found 3 papers, 1 papers with code

Toward Generalizable Machine Learning Models in Speech, Language, and Hearing Sciences: Estimating Sample Size and Reducing Overfitting

1 code implementation • 22 Aug 2023 • Hamzeh Ghasemzadeh, Robert E. Hillman, Daryush D. Mehta

Confidence in the model based on nested cross-validation was as much as four times higher than the confidence in the single holdout-based model.

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Longitudinal Acoustic Speech Tracking Following Pediatric Traumatic Brain Injury

no code implementations • 9 Sep 2022 • Camille Noufi, Adam C. Lammert, Daryush D. Mehta, James R. Williamson, Gregory Ciccarelli, Douglas Sturim, Jordan R. Green, Thomas F. Quatieri, Thomas F. Campbell

Recommendations for common outcome measures following pediatric traumatic brain injury (TBI) support the integration of instrumental measurements alongside perceptual assessment in recovery and treatment plans.

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Uncovering Voice Misuse Using Symbolic Mismatch

no code implementations • 8 Aug 2016 • Marzyeh Ghassemi, Zeeshan Syed, Daryush D. Mehta, Jarrad H. Van Stan, Robert E. Hillman, John V. Guttag

Voice disorders affect an estimated 14 million working-aged Americans, and many more worldwide.

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