70 citations · 71 across the 3 of their papers we have counts for
3 papers
Classifying Phonotrauma Severity from Vocal Fold Images with Soft Ordinal Regression
Katie Matton, Purvaja Balaji, Hamzeh Ghasemzadeh +7
Phonotrauma refers to vocal fold tissue damage resulting from exposure to forces during voicing. It occurs on a continuum from mild to severe, and treatment options can vary based…
Effects of Recording Condition and Number of Monitored Days on Discriminative Power of the Daily Phonotrauma Index
Hamzeh Ghasemzadeh, Robert E. Hillman, Jarrad H. Van Stan +1
Objective: The Daily Phonotrauma Index (DPI) can quantify pathophysiological mechanisms associated with daily voice use in individuals with phonotraumatic vocal hyperfunction (PVH)…
Toward Generalizable Machine Learning Models in Speech, Language, and Hearing Sciences: Estimating Sample Size and Reducing Overfitting
Hamzeh Ghasemzadeh, Robert E. Hillman, Daryush D. Mehta
This study's first purpose is to provide quantitative evidence that would incentivize researchers to instead use the more robust method of nested cross-validation. The second purpo…