| 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 | 68 | 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 | 48 | 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 | 43 | 2019 |
| 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 | 29 | 2021 |
| Feature Representation of Pathophysiology of Parkinsonian Dysarthria. A Rueda, JC Vásquez-Correa, CD Rios-Urrego, JR Orozco-Arroyave, ... Interspeech, 3048-3052, 2019 | 23 | 2019 |
| Articulation and empirical mode decomposition features in diadochokinetic exercises for the speech assessment of Parkinson’s disease patients JC Vásquez-Correa, CD Rios-Urrego, A Rueda, JR Orozco-Arroyave, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019 | 17 | 2019 |
| Transfer learning to detect parkinson’s disease from speech in different languages using convolutional neural networks with layer freezing CD Rios-Urrego, JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth International Conference on Text, Speech, and Dialogue, 331-339, 2020 | 12 | 2020 |
| Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages ST Arasteh, CD Rios-Urrego, E Noeth, A Maier, SH Yang, J Rusz, ... arXiv preprint arXiv:2305.11284, 2023 | 11 | 2023 |
| Deep learning and artificial intelligence applied to model speech and language in Parkinson’s disease D Escobar-Grisales, CD Ríos-Urrego, JR Orozco-Arroyave Diagnostics 13 (13), 2163, 2023 | 10 | 2023 |
| Is there any additional information in a neural network trained for pathological speech classification? CD Rios-Urrego, JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth International Conference on Text, Speech, and Dialogue, 435-447, 2021 | 9 | 2021 |
| Colombian dialect recognition based on information extracted from speech and text signals D Escobar-Grisales, CD Rios-Urrego, DA López-Santander, ... 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021 | 8 | 2021 |
| Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. JC Vásquez-Correa, T Arias-Vergara, P Klumpp, M Strauss, A Küderle, ... INTERSPEECH, 964-965, 2019 | 5 | 2019 |
| End-to-end Parkinson’s disease detection using a deep convolutional recurrent network CD Rios-Urrego, SA Moreno-Acevedo, E Nöth, JR Orozco-Arroyave International Conference on Text, Speech, and Dialogue, 326-338, 2022 | 4 | 2022 |
| Automatic speech-based assessment to discriminate Parkinson’s disease from essential tremor with a cross-language approach CD Rios-Urrego, J Rusz, JR Orozco-Arroyave npj Digital Medicine 7 (1), 37, 2024 | 3 | 2024 |
| An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson’s Disease Patients D Escobar-Grisales, T Arias-Vergara, CD Rios-Urrego, E Nöth, AM García, ... Proceedings of the INTERSPEECH, 2023 | 3 | 2023 |
| Language Generalization Using Active Learning in the Context of Parkinson’s Disease Classification SA Moreno-Acevedo, CD Rios-Urrego, JC Vásquez-Correa, J Rusz, ... International Conference on Text, Speech, and Dialogue, 349-359, 2023 | 1 | 2023 |
| Automatic pronunciation assessment of non-native English based on phonological analysis CD Rios-Urrego, D Escobar-Grisales, SA Moreno-Acevedo, ... International Conference on Text, Speech, and Dialogue, 339-348, 2023 | 1 | 2023 |
| Colombian dialect recognition from call-center conversations using fusion strategies D Escobar-Grisales, CD Rios-Urrego, JD Gallo-Aristizabal, ... Workshop on Engineering Applications, 54-65, 2022 | 1 | 2022 |
| Aprendizaje por transferencia en redes neuronales convolucionales para el diagnóstico y monitoreo de la enfermedad de Parkinson usando senales de voz en tres idiomas diferentes. CDR Urrego | 1 | 2019 |
| wGMU: A Novel Fusion Strategy to Identify the Important Parts of Sentence for Relation Classification D Escobar-Grisales, SA Moreno-Acevedo, CD Rios-Urrego, ... Workshop on Engineering Applications, 173-184, 2023 | | 2023 |
JUAN RAFAEL OROZCO ARROYAVEFull Professor, GITA Lab, Universidad de Antioquia UdeA在 udea.edu.co 的电子邮件经过验证
