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Scopus Author ID: 57207792122

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Education and qualifications (2)

Universidad de Antioquia: Medellin, CO

2019-06 to present | Master in Telecommunications engineering (Antioquia)
Education
Source: Self-asserted source
Cristian David Rios-Urrego

Universidad de Antioquia: Medellin, CO

2013-06 to 2019-08 | Electronics engineering (Antioquia)
Education
Source: Self-asserted source
Cristian David Rios-Urrego

Works (18)

On the Use of a Foundation Acoustic Model to Identify Highly Relevant Phonetic Information of Parkinson’s Speech

2025 | Book chapter
DOI: 10.1007/978-3-031-74595-9_7
Contributors: D. Escobar-Grisales; C. D. Ríos-Urrego; J. R. Orozco-Arroyave
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Crossref

Towards Parkinson’s Disease Detection Through Analysis of Everyday Handwriting

Diagnostics
2025-02-05 | Journal article
DOI: 10.3390/diagnostics15030381
Contributors: Jeferson David Gallo-Aristizabal; Daniel Escobar-Grisales; Cristian David Ríos-Urrego; Jesús Francisco Vargas-Bonilla; Adolfo M. García; Juan Rafael Orozco-Arroyave
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Crossref

Automatic Classification of Parkinson’s Disease Using Wav2vec Embeddings at Phoneme, Syllable, and Word Levels

2024 | Book chapter
DOI: 10.1007/978-3-031-70566-3_27
Contributors: Jeferson David Gallo-Aristizábal; Daniel Escobar-Grisales; Cristian David Ríos-Urrego; Elmar Nöth; Juan Rafael Orozco-Arroyave
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Crossref

Robust Classification of Parkinson’s Speech: an Approximation to a Scenario With Non-controlled Acoustic Conditions

2024 | Book chapter
DOI: 10.1007/978-3-031-70566-3_22
Contributors: Diego Alexander Lopez-Santander; Cristian David Rios-Urrego; Christian Bergler; Elmar Nöth; Juan Rafael Orozco-Arroyave
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Crossref

Synchronous Analysis of Speech Production and Lips Movement to Detect Parkinson’s Disease Using Deep Learning Methods

Diagnostics
2024-12-31 | Journal article
DOI: 10.3390/diagnostics15010073
Contributors: Cristian David Ríos-Urrego; Daniel Escobar-Grisales; Juan Rafael Orozco-Arroyave
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Crossref

Automatic speech-based assessment to discriminate Parkinson’s disease from essential tremor with a cross-language approach

npj Digital Medicine
2024-02-17 | Journal article
DOI: 10.1038/s41746-024-01027-6
Contributors: Cristian David Rios-Urrego; Jan Rusz; Juan Rafael Orozco-Arroyave
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Crossref

wGMU: A Novel Fusion Strategy to Identify the Important Parts of Sentence for Relation Classification

2023 | Book chapter
DOI: 10.1007/978-3-031-46739-4_16
Contributors: D. Escobar-Grisales; S. A. Moreno-Acevedo; C. D. Rios-Urrego; J. R. Orozco-Arroyave
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Crossref

Deep Learning and Artificial Intelligence Applied to Model Speech and Language in Parkinson’s Disease

Diagnostics
2023-06-25 | Journal article
DOI: 10.3390/diagnostics13132163
Contributors: Daniel Escobar-Grisales; Cristian David Ríos-Urrego; Juan Rafael Orozco-Arroyave
Source: check_circle
Crossref

Colombian Dialect Recognition from Call-Center Conversations Using Fusion Strategies

2022 | Book chapter
DOI: 10.1007/978-3-031-20611-5_5
Contributors: D. Escobar-Grisales; C. D. Rios-Urrego; J. D. Gallo-Aristizabal; D. A. López-Santander; N. R. Calvo-Ariza; Elmar Nöth; J. R. Orozco-Arroyave
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Crossref

End-to-End Parkinson’s Disease Detection Using a Deep Convolutional Recurrent Network

2022 | Book chapter
DOI: 10.1007/978-3-031-16270-1_27
Contributors: Cristian David Rios-Urrego; Santiago Andres Moreno-Acevedo; Elmar Nöth; Juan Rafael Orozco-Arroyave
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Crossref

Is There Any Additional Information in a Neural Network Trained for Pathological Speech Classification?

2021 | Book chapter
DOI: 10.1007/978-3-030-83527-9_37
Contributors: C. D. Rios-Urrego; J. C. Vásquez-Correa; J. R. Orozco-Arroyave; E. Nöth
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Crossref

Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages

Pattern Recognition Letters
2021-10 | Journal article
DOI: 10.1016/j.patrec.2021.04.011
Contributors: Juan Camilo Vásquez-Correa; Cristian David Rios-Urrego; Tomás Arias-Vergara; Maria Schuster; Jan Rusz; Elmar Nöth; Juan Rafael Orozco-Arroyave
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Crossref

Transfer Learning to Detect Parkinson’s Disease from Speech In Different Languages Using Convolutional Neural Networks with Layer Freezing

2020 | Book chapter
DOI: 10.1007/978-3-030-58323-1_36
Contributors: Cristian David Rios-Urrego; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Elmar Nöth
Source: check_circle
Crossref

Analysis and evaluation of handwriting in patients with Parkinson's disease using kinematic, geometrical, and non-linear features

Computer Methods and Programs in Biomedicine
2019 | Journal article
DOI: 10.1016/j.cmpb.2019.03.005
EID:

2-s2.0-85062913947
Contributors: Rios-Urrego, C.D.; Vásquez-Correa, J.C.; Vargas-Bonilla, J.F.; Nöth, E.; Lopera, F.; Orozco-Arroyave, J.R.
Source: Self-asserted source
Cristian David Rios-Urrego via Scopus - Elsevier

Apkinson: A mobile solution for multimodal assessment of patients with Parkinson's disease

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
2019 | Conference paper
DOI: 10.21437/Interspeech.2019-8003
EID:

2-s2.0-85074715937
Contributors: Vásquez-Correa, J.C.; Arias-Vergara, T.; Klumpp, P.; Strauss, M.; Küderle, A.; Roth, N.; Bayerl, S.; García-Ospina, N.; Perez-Toro, P.A.; Parra-Gallego, L.F. et al.
Source: Self-asserted source
Cristian David Rios-Urrego via Scopus - Elsevier

Articulation and Empirical Mode Decomposition Features in Diadochokinetic Exercises for the Speech Assessment of Parkinson’s Disease Patients

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
DOI: 10.1007/978-3-030-33904-3_65
EID:

2-s2.0-85075656489
Contributors: Vásquez-Correa, J.C.; Rios-Urrego, C.D.; Rueda, A.; Orozco-Arroyave, J.R.; Krishnan, S.; Nöth, E.
Source: Self-asserted source
Cristian David Rios-Urrego via Scopus - Elsevier

Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson’s Disease from Speech in Three Different Languages

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
DOI: 10.1007/978-3-030-33904-3_66
EID:

2-s2.0-85075690780
Contributors: Vásquez-Correa, J.C.; Arias-Vergara, T.; Rios-Urrego, C.D.; Schuster, M.; Rusz, J.; Orozco-Arroyave, J.R.; Nöth, E.
Source: Self-asserted source
Cristian David Rios-Urrego via Scopus - Elsevier

Feature representation of pathophysiology of parkinsonian dysarthria

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
2019 | Conference paper
DOI: 10.21437/Interspeech.2019-2490
EID:

2-s2.0-85074680915
Contributors: Rueda, A.; Vásquez-Correa, J.C.; Rios-Urrego, C.D.; Orozco-Arroyave, J.R.; Krishnan, S.; Nöth, E.
Source: Self-asserted source
Cristian David Rios-Urrego via Scopus - Elsevier
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