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Cristian David Ríos-Urrego
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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
602019
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
452020
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
392019
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
232021
Feature Representation of Pathophysiology of Parkinsonian Dysarthria.
A Rueda, JC Vásquez-Correa, CD Rios-Urrego, JR Orozco-Arroyave, ...
Interspeech, 3048-3052, 2019
212019
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
152019
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
102020
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
82023
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
82021
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
72021
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
52023
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
42019
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
22022
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
12023
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
12023
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
12022
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
2024
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
and JR Orozco-ArroyaveD
D Escobar-Grisales, SA Moreno-Acevedo, CD Rios-Urrego
Applied Computer Sciences in Engineering: 10th Workshop on Engineering …, 2023
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
2023
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