Julián David Arias Londoño

Julián David Arias Londoño

Universidad de Antioquía

H-index: 25

Latin America-Colombia

About Julián David Arias Londoño

Julián David Arias Londoño, With an exceptional h-index of 25 and a recent h-index of 19 (since 2020), a distinguished researcher at Universidad de Antioquía, specializes in the field of Machine Learning, Deep Learning, Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

MARTA: a model for the automatic phonemic grouping of the parkinsonian speech

Del Visual al Auditivo: Sonorizaci\'on de Escenas Guiada por Imagen

Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning

Subject-specific modelling of the Subglottal Pressure Estimation From Neck-Surface Vibration Signals by Domain Adaptation

NeuroVoz: a Castillian Spanish corpus of parkinsonian speech

mm-Wave wireless radar network for early detection of Parkinson's Disease by gait analysis

Automatic Identification of Lung Opacities Due to COVID-19 from Chest X-ray Images—Focussing Attention on the Lungs

Applications of Computational Intelligence: 6th IEEE Colombian Conference, ColCACI 2023, Bogota, Colombia, July 26-28, 2023, Revised Selected Papers

Julián David Arias Londoño Information

University

Position

Associate Professor Dept. of Systems Engineering and Computer Science

Citations(all)

2424

Citations(since 2020)

1483

Cited By

1461

hIndex(all)

25

hIndex(since 2020)

19

i10Index(all)

49

i10Index(since 2020)

35

Email

University Profile Page

Universidad de Antioquía

Google Scholar

View Google Scholar Profile

Julián David Arias Londoño Skills & Research Interests

Machine Learning

Deep Learning

Signal Processing

Top articles of Julián David Arias Londoño

Title

Journal

Author(s)

Publication Date

MARTA: a model for the automatic phonemic grouping of the parkinsonian speech

Authorea Preprints

Alejandro Guerrero-López

Julián D Arias-Londoño

Stefanie Shattuck-Hufnagel

Juan I Godino-Llorente

2024/3/19

Del Visual al Auditivo: Sonorizaci\'on de Escenas Guiada por Imagen

arXiv preprint arXiv:2402.01385

María Sánchez

Laura Fernández

Julián Arias

Mateo Cámara

Giulia Comini

...

2024/2/2

Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning

Biomedical Signal Processing and Control

Julián D Arias-Londoño

Juan I Godino-Llorente

2024/4/1

Subject-specific modelling of the Subglottal Pressure Estimation From Neck-Surface Vibration Signals by Domain Adaptation

Authorea Preprints

Emiro J Ibarra

Julián D Arias-Londoño

Juan Godino-Llorente

Daryush D Mehta

Matías Zañartu

2024/3/29

NeuroVoz: a Castillian Spanish corpus of parkinsonian speech

arXiv preprint arXiv:2403.02371

Janaína Mendes-Laureano

Jorge A Gómez-García

Alejandro Guerrero-López

Elisa Luque-Buzo

Julián D Arias-Londoño

...

2024/3/4

mm-Wave wireless radar network for early detection of Parkinson's Disease by gait analysis

Ignacio E López-Delgado

Elías Antolinos

Ignacio Sardinero-Meirás

Marcos Gómez-Bracamonte

Julián D Arias-Londoño

...

2023/5/1

Automatic Identification of Lung Opacities Due to COVID-19 from Chest X-ray Images—Focussing Attention on the Lungs

Diagnostics

Julián D Arias-Londoño

Álvaro Moure-Prado

Juan I Godino-Llorente

2023/4/10

Applications of Computational Intelligence: 6th IEEE Colombian Conference, ColCACI 2023, Bogota, Colombia, July 26-28, 2023, Revised Selected Papers

Alvaro David Orjuela-Cañón

Jesus A Lopez

Julián David Arias-Londoño

2023/11/17

Baseline Wander Removal Applied to Smooth Pursuit Eye Movements From Parkinsonian Patients

IEEE Access

Mehdi Bejani

Elisa Luque-Buzo

Arsen Burlaka-Petrash

Jorge A Gómez-García

Julián D Arias-Londoño

...

2023/3/29

Towards a Corpus (and Language)-Independent Screening of Parkinson’s Disease from Voice and Speech through Domain Adaptation

Bioengineering

Emiro J Ibarra

Julián D Arias-Londoño

Matías Zañartu

Juan I Godino-Llorente

2023/11/15

Domain adversarial convolutional neural network for Parkinson’s disease detection from speech

Proceedings of the Models and Analysis of Vocal Emissions for Biomedical Applications: 13th International Workshop (MAVEBA 2023)

E Ibarra-Sulbaran

J Arias-Londoño

M Zañartu

J Godiño-Llorente

2023/9/12

BACE1 and SCD1 are associated in neurodegeneration

Frontiers in Aging Neuroscience

Ferley Alejandro Bedoya

Mar Pacheco-Herrero

Ivan Daniel Salomon-Cruz

Angela Maria Barrera-Sandoval

Johanna Andrea Gutierrez Vargas

...

2023/9/8

Automatic detection of brain states using time varying functional connectivity from rs-frmri in noninvasive brain stimulation

Catalina Bustamante

Gabriel Castrillón

Julián Arias-Londoño

2022/7/27

Bayesian Optimization with Fixed Constraints using Acceptance Functions

Gabriel D Uribe-Guerra

Danny A Múnera-Ramírez

Julián D Arias-Londoño

2022/7/27

An enhanced Conv-TasNet model for speech separation using a speaker distance-based loss function

Jose A. Arango-Sánchez

Julián D. Arias-Londoño

2022/5/26

Applications of Computational Intelligence

Miguel López Montiel

Ulises Orozco Rosas

Moises Sánchez Adame

Kenia Picos

Oscar Montiel

2021

An Instance Selection Algorithm for Big Data in High imbalanced datasets based on LSH

arXiv preprint arXiv:2210.04310

Germán E Melo-Acosta

Freddy Duitama-Muñoz

Julián D Arias-Londoño

2022/10/9

Classification of Focused Perturbations Using Time-Variant Functional Connectivity with rs-fmri

Catalina Bustamante

Gabriel Castrillón

Julián Arias-Londoño

2022/7/27

On the design of automatic voice condition analysis systems. Part III: Review of acoustic modelling strategies

JA Gómez-García

Laureano Moro-Velázquez

Julián D Arias-Londoño

Juan Ignacio Godino-Llorente

2021/4/1

Advances in Parkinson's disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspects

Laureano Moro-Velazquez

Jorge A Gomez-Garcia

Julian D Arias-Londoño

Najim Dehak

Juan I Godino-Llorente

2021/4/1

See List of Professors in Julián David Arias Londoño University(Universidad de Antioquía)

Co-Authors

H-index: 55
Elmar Nöth

Elmar Nöth

Friedrich-Alexander-Universität Erlangen-Nürnberg

H-index: 38
Juan I. Godino-Llorente

Juan I. Godino-Llorente

Universidad Politécnica de Madrid

H-index: 37
Jan Rusz

Jan Rusz

Ceské vysoké ucení technické v Praze

H-index: 35
GLORIA PATRICIA CARDONA GOMEZ

GLORIA PATRICIA CARDONA GOMEZ

Universidad de Antioquía

H-index: 29
G. Castellanos-Dominguez

G. Castellanos-Dominguez

Universidad Nacional de Colombia

H-index: 27
Manuel Blanco-Velasco

Manuel Blanco-Velasco

Universidad de Alcalá

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