70 citations
- Everychild FoundationUS1 paper
- Harvard UniversityUS1 paper
- Heart FoundationUS1 paper
- IBM (United States)US1 paper
- Massachusetts General HospitalUS1 paper
- Massachusetts Institute of TechnologyUS1 paper
- Mass General BrighamUS1 paper
- Michigan State UniversityUS1 paper
- University of WashingtonUS1 paper
- Walker (United States)US1 paper
3 papers
cs.CL2023★ 2 cited
Remote Inference of Cognitive Scores in ALS Patients Using a Picture Description
Carla Agurto, Guillermo Cecchi, Bo Wen +4
Amyotrophic lateral sclerosis is a fatal disease that not only affects movement, speech, and breath but also cognition. Recent studies have focused on the use of language analysis…
cs.LG2023★ 70 cited
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…
cs.CY2021★ 3 cited
The application of adaptive minimum match k-nearest neighbors to identify at-risk students in health professions education
Anshul Kumar, Taylor DiJohnson, Roger Edwards +1
Purpose: When a learner fails to reach a milestone, educators often wonder if there had been any warning signs that could have allowed them to intervene sooner. Machine learning ca…