Tomás Arias‐Vergara

Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach

Juan Camilo Vásquez-Correa, Tomás Arias‐Vergara, Juan Rafael Orozco‐Arroyave et al. · IEEE Journal of Biomedical and Health Informatics · 2018 · 245 citations · Full text

Engineering, Machine Learning, Pathological Speech +22

Multi-channel spectrograms for speech processing applications using deep learning methods

Tomás Arias‐Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa et al. · Pattern Analysis and Applications · 2020 · 89 citations · Full text

Engineering, Machine Learning, Deep Learning Models +20

Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach

Adolfo M. García, Tomás Arias‐Vergara, Juan Camilo Vásquez-Correa et al. · Movement Disorders · 2021 · 72 citations

Parkinson’s Disease and Aging: Analysis of Their Effect in Phonation and Articulation of Speech

Tomás Arias‐Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco‐Arroyave · Cognitive Computation · 2017 · 51 citations

Phoniatrics, Apraxia Of Speech, Medicine +14

Parallel Representation Learning for the Classification of Pathological Speech: Studies on Parkinson’s Disease and Cleft Lip and Palate

Juan Camilo Vásquez-Correa, Tomás Arias‐Vergara, Martin J. Schuster et al. · Speech Communication · 2020 · 37 citations · Full text

Engineering, Machine Learning, Deep Learning +14