Cristian David Rios-Urrego

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Manifold Alignment

Convolutional Neural Networks

Feature Representation

Top Venues

npj Digit. Medicine

Publications

Cristian David Rios-Urrego, Jan Rusz, Juan Rafael Orozco-Arroyave
Automatic speech-based assessment to discriminate Parkinson's disease from essential tremor with a cross-language approach. npj Digit. Medicine 7 (1) (2024)
Soroosh Tayebi Arasteh, Cristian David Rios-Urrego, Elmar Nöth, Andreas K. Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages. CoRR (2023)
Cristian David Rios-Urrego, Santiago Andres Moreno-Acevedo, Elmar Nöth, Juan Rafael Orozco-Arroyave
End-to-End Parkinson's Disease Detection Using a Deep Convolutional Recurrent Network. TSD (2022)
Juan Camilo Vásquez-Correa, Cristian David Rios-Urrego, Tomás Arias-Vergara, Maria Schuster, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages. Pattern Recognit. Lett. 150 (2021)
Cristian David Rios-Urrego, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Transfer Learning to Detect Parkinson's Disease from Speech In Different Languages Using Convolutional Neural Networks with Layer Freezing. TDS (2020)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Philipp Klumpp, M. Strauss, Arne Küderle, Nils Roth, S. Bayerl, Nicanor García-Ospina, Paula Andrea Pérez-Toro, L. Felipe Parra-Gallego, Cristian David Rios-Urrego, Daniel Escobar-Grisales, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. INTERSPEECH (2019)
Alice Rueda, Juan Camilo Vásquez-Correa, Cristian David Rios-Urrego, Juan Rafael Orozco-Arroyave, Sridhar Krishnan, Elmar Nöth
Feature Representation of Pathophysiology of Parkinsonian Dysarthria. INTERSPEECH (2019)