| Multimodal assessment of Parkinson's disease: a deep learning approach JC Vásquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, B Eskofier, ... IEEE journal of biomedical and health informatics 23 (4), 1618-1630, 2018 | 237 | 2018 |
| NeuroSpeech: An open-source software for Parkinson's speech analysis JR Orozco-Arroyave, JC Vásquez-Correa, JF Vargas-Bonilla, R Arora, ... Digital Signal Processing 77, 207-221, 2018 | 153 | 2018 |
| Towards an automatic evaluation of the dysarthria level of patients with Parkinson's disease JC Vásquez-Correa, JR Orozco-Arroyave, T Bocklet, E Nöth Journal of communication disorders 76, 21-36, 2018 | 134 | 2018 |
| Convolutional Neural Network to Model Articulation Impairments in Patients with Parkinson's Disease. JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth Interspeech, 314-318, 2017 | 106 | 2017 |
| Multi-channel spectrograms for speech processing applications using deep learning methods T Arias-Vergara, P Klumpp, JC Vasquez-Correa, E Nöth, ... Pattern Analysis and Applications 24, 423-431, 2021 | 93 | 2021 |
| Characterisation of voice quality of Parkinson’s disease using differential phonological posterior features M Cernak, JR Orozco-Arroyave, F Rudzicz, H Christensen, ... Computer Speech & Language 46, 196-208, 2017 | 85 | 2017 |
| Analysis and evaluation of handwriting in patients with Parkinson’s disease using kinematic, geometrical, and non-linear features CD Rios-Urrego, JC Vásquez-Correa, JF Vargas-Bonilla, E Nöth, ... Computer methods and programs in biomedicine 173, 43-52, 2019 | 75 | 2019 |
| Towards an automatic monitoring of the neurological state of Parkinson's patients from speech JR Orozco-Arroyave, JC Vásquez-Correa, JD Arias-Londo, ... 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 69 | 2016 |
| Cognitive determinants of dysarthria in Parkinson's disease: an automated machine learning approach AM García, T Arias‐Vergara, J C Vasquez‐Correa, E Nöth, M Schuster, ... Movement disorders 36 (12), 2862-2873, 2021 | 68 | 2021 |
| Parkinson’s disease and aging: analysis of their effect in phonation and articulation of speech T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave Cognitive Computation 9, 731-748, 2017 | 68 | 2017 |
| Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech. JC Vásquez-Correa, P Klumpp, JR Orozco-Arroyave, E Nöth INTERSPEECH 60, 61, 2019 | 64 | 2019 |
| Apkinson: the Smartphone Application for Telemonitoring Parkinson’s Patients Through speech, Gait and Hands Movement JR Orozco-Arroyave, JC Vásquez-Correa, P Klumpp, PA Pérez-Toro, ... Neurodegenerative Disease Management 10 (3), 137-157, 2020 | 50 | 2020 |
| Convolutional neural networks and a transfer learning strategy to classify Parkinson’s disease from speech in three different languages JC Vásquez-Correa, T Arias-Vergara, CD Rios-Urrego, M Schuster, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019 | 46 | 2019 |
| A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson’s Disease JC Vásquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, E Nöth | 42 | 2018 |
| Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge. PA Pérez-Toro, SP Bayerl, T Arias-Vergara, JC Vásquez-Correa, ... Interspeech, 3785-3789, 2021 | 41 | 2021 |
| Parallel representation learning for the classification of pathological speech: studies on Parkinson’s disease and cleft lip and palate JC Vasquez-Correa, T Arias-Vergara, M Schuster, JR Orozco-Arroyave, ... Speech Communication 122, 56-67, 2020 | 41 | 2020 |
| Multi-view representation learning via gcca for multimodal analysis of Parkinson's disease JC Vasquez-Correa, JR Orozco-Arroyave, R Arora, E Nöth, N Dehak, ... 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 41 | 2017 |
| Speaker models for monitoring Parkinson’s disease progression considering different communication channels and acoustic conditions T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth Speech Communication 101, 11-25, 2018 | 40 | 2018 |
| UNOBTRUSIVE MONITORING OF SPEECH IMPAIRMENTS OF PARKINSON’S DISEASE PATIENTS THROUGH MOBILE DEVICES T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, P Klumpp, ... Proceedings of ICASSP, 2018 | 35 | 2018 |
| Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages JC Vásquez-Correa, CD Rios-Urrego, T Arias-Vergara, M Schuster, ... Pattern Recognition Letters 150, 272-279, 2021 | 34 | 2021 |
JUAN RAFAEL OROZCO ARROYAVEFull Professor, GITA Lab, Universidad de Antioquia UdeAVerified email at udea.edu.co