Cristian David Ríos-Urrego

16 papers A 7Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dynamic cheek surface modeling for enhanced hypomimia detection in Parkinson's disease.
Comput. Biol. Medicine
Cristian David Ríos-Urrego, Tereza Tykalová, Petr Dusek, Juan Rafael Orozco-Arroyave, Jan Rusz, Michal Novotny
2025 A conf
Synchronous analysis of abnormal acoustic and linguistic production in Parkinson's speech.
INTERSPEECH
Daniel Escobar-Grisales, Cristian David Ríos-Urrego, Sabato Marco Siniscalchi, Adolfo M. García, Yamile Bocanegra, Leonardo Moreno, Elmar Nöth, Juan Rafael Orozco-Arroyave
2025 — conf
Verb Motility Dynamics Reveals Cognitive Impairment in Parkinson's Disease: A Speech-Language Fusion Approach.
TSD (2)
Jhon Fredy Mercado-Agudelo, Daniel Escobar-Grisales, Cristian David Ríos-Urrego, Adolfo M. García, Yamile Bocanegra, Leonardo Moreno, Elmar Nöth, Juan Rafael Orozco-Arroyave
2024 — conf
Automatic Classification of Parkinson's Disease Using Wav2vec Embeddings at Phoneme, Syllable, and Word Levels.
TSD (2)
Jeferson David Gallo-Aristizábal, Daniel Escobar-Grisales, Cristian David Ríos-Urrego, Elmar Nöth, Juan Rafael Orozco-Arroyave
2024 J jnl
Automatic speech-based assessment to discriminate Parkinson's disease from essential tremor with a cross-language approach.
npj Digit. Medicine
Cristian David Ríos-Urrego, Jan Rusz, Juan Rafael Orozco-Arroyave
2024 A conf
It's Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson's Disease.
INTERSPEECH
Daniel Escobar-Grisales, Cristian David Ríos-Urrego, Ilja Baumann, Korbinian Riedhammer, Elmar Nöth, Tobias Bocklet, Adolfo M. García, Juan Rafael Orozco-Arroyave
2024 — conf
Robust Classification of Parkinson's Speech: an Approximation to a Scenario With Non-controlled Acoustic Conditions.
TSD (2)
Diego Alexander Lopez-Santander, Cristian David Ríos-Urrego, Christian Bergler, Elmar Nöth, Juan Rafael Orozco-Arroyave
2023 A conf
An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients.
INTERSPEECH
Daniel Escobar-Grisales, Tomás Arias-Vergara, Cristian David Ríos-Urrego, Elmar Nöth, Adolfo M. García, Juan Rafael Orozco-Arroyave
2023 A conf
Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors.
INTERSPEECH
Cristian David Ríos-Urrego, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
2023 A conf
Federated Learning for Secure Development of AI Models for Parkinson's Disease Detection Using Speech from Different Languages.
INTERSPEECH
Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave
2023 J jnl
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages.
CoRR
Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas K. Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave
2022 — conf
End-to-End Parkinson's Disease Detection Using a Deep Convolutional Recurrent Network.
TSD
Cristian David Ríos-Urrego, Santiago Andres Moreno-Acevedo, Elmar Nöth, Juan Rafael Orozco-Arroyave
2021 J jnl
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages.
Pattern Recognit. Lett.
Juan Camilo Vásquez-Correa, Cristian David Ríos-Urrego, Tomás Arias-Vergara, Maria Schuster, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
2020 — conf
Transfer Learning to Detect Parkinson's Disease from Speech In Different Languages Using Convolutional Neural Networks with Layer Freezing.
TDS
Cristian David Ríos-Urrego, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
2019 A conf
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease.
INTERSPEECH
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, M. Strauss, Arne Küderle, Nils Roth, Sebastian P. Bayerl, Nicanor García-Ospina, Paula Andrea Pérez-Toro, L. Felipe Parra-Gallego, Cristian David Ríos-Urrego, Daniel Escobar-Grisales, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth
2019 A conf
Feature Representation of Pathophysiology of Parkinsonian Dysarthria.
INTERSPEECH
Alice Rueda, Juan Camilo Vásquez-Correa, Cristian David Ríos-Urrego, Juan Rafael Orozco-Arroyave, Sridhar Krishnan, Elmar Nöth