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2020 – today
- 2023
[j5]Robin Cabeza-Ruiz
, Luís Velázquez Pérez, Roberto Pérez-Rodríguez, Kathrin Reetz:
ConvNets for automatic detection of polyglutamine SCAs from brain MRIs: state of the art applications. Medical Biol. Eng. Comput. 61(1): 1-24 (2023)- 2022
- [j4]Robin Cabeza-Ruiz, Luís Velázquez Pérez, Alejandro Linares-Barranco, Roberto Pérez-Rodríguez:
Convolutional Neural Networks for Segmenting Cerebellar Fissures from Magnetic Resonance Imaging. Sensors 22(4): 1345 (2022) - 2021
- [c13]Robin Cabeza-Ruiz, Luís Velázquez Pérez, Roberto Pérez-Rodríguez:
Convolutional Neural Networks as Support Tools for Spinocerebellar Ataxia Detection from Magnetic Resonances. IWAIPR 2021: 103-114 - [i1]Camilo Velázquez-Rodríguez, Rodolfo García-Bermúdez, Fernando Rojas Ruiz, Roberto Becerra-García, Luís Velázquez:
Automatic glissade determination through a mathematical model in electrooculographic records. CoRR abs/2104.09492 (2021) - 2020
- [j3]Catalin Stoean, Ruxandra Stoean, Miguel A. Atencia Ruiz, Moloud Abdar, Luís Velázquez Pérez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya, Gonzalo Joya:
Automated Detection of Presymptomatic Conditions in Spinocerebellar Ataxia Type 2 Using Monte Carlo Dropout and Deep Neural Network Techniques with Electrooculogram Signals. Sensors 20(11): 3032 (2020)
2010 – 2019
- 2019
- [c12]Catalin Stoean, Ruxandra Stoean, Roberto Antonio Becerra-García, Rodolfo García-Bermúdez, Miguel A. Atencia Ruiz, Francisco García-Lagos, Luís Velázquez Pérez, Gonzalo Joya:
Unsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2. IWANN (2) 2019: 26-37 - 2017
- [c11]Camilo Velázquez-Rodríguez, Rodolfo García-Bermúdez, Fernando Rojas Ruiz, Roberto Becerra-García, Luís Velázquez:
Automatic Glissade Determination Through a Mathematical Model in Electrooculographic Records. IWBBIO (1) 2017: 546-556 - 2015
- [c10]Michel Velázquez-Mariño, Miguel A. Atencia Ruiz, Rodolfo García-Bermúdez, Daniel Pupo-Ricardo, Roberto Becerra-García, Luís Velázquez Pérez, Francisco Sandoval:
Cluster Analysis of Finger-to-nose Test for Spinocerebellar Ataxia Assessment. IWANN (2) 2015: 524-535 - [c9]Rodolfo García-Bermúdez, Camilo Velázquez-Rodríguez, Fernando Rojas Ruiz, Manuel Rodríguez, Roberto Becerra-García, Michel Velázquez-Mariño, José Arteaga-Vera, Luís Velázquez:
Evaluation of Fitting Functions for the Saccade Velocity Profile in Electrooculographic Records. IWANN (2) 2015: 592-600 - 2014
- [c8]Rodolfo García-Bermúdez, Camilo Velázquez-Rodríguez, Fernando Rojas, Roberto Becerra-García, Michel Velázquez-Mariño, Liliana López, Luís Velázquez:
A Comparison of Two Fitting Functions for Sacadic Pulse Component Mathematical Modelling. ANNIIP 2014: 88-94 - 2013
- [j2]Fernando Rojas, Rodolfo V. García, Jesús González, Luís Velázquez, Roberto Becerra-García, Olga Valenzuela, Belén San Román:
Identification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm. Neurocomputing 121: 53-63 (2013) - [c7]Roberto Becerra-García, Gonzalo Joya Caparrós, Rodolfo Valentin García-Bermúdez, Luís Velázquez, Roberto Rodríguez, Carmen Pino:
Saccadic Points Classification Using Multilayer Perceptron and Random Forest Classifiers in EOG Recordings of Patients with Ataxia SCA2. IWANN (2) 2013: 115-123 - [c6]Rodolfo García-Bermúdez, Fernando Rojas, Roberto Antonio Becerra-García, Luís Velázquez Pérez, Roberto Rodríguez:
Selection of Wavelet Decomposition Level for Electro-Oculographic Saccadic De-noising. IWANN (2) 2013: 135-141 - 2011
- [c5]Roberto Becerra-García, Rodolfo V. García, Fernando Rojas, Jesús González, Belén San Román, Luís Velázquez:
EogStudio - A Software Platform for Processing Electrooculography Recordings. IJCCI (NCTA) 2011: 347-350 - [c4]Rodolfo V. García, Fernando Rojas, Jesús González, Luís Velázquez, Roberto Rodríguez, Roberto Becerra-García, Olga Valenzuela:
Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA. IWANN (1) 2011: 323-328 - 2010
- [j1]Rodolfo V. García, Fernando Rojas, Carlos García Puntonet, Belén San Román, Luís Velázquez, Roberto Rodríguez:
Computer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm. Cogn. Comput. 2(3): 165-169 (2010) - [c3]Rodolfo García-Bermúdez, Fernando Rojas Ruiz, Jesús González, Olga Valenzuela, Luís Velázquez, Cira Torres, Roberto Becerra-García:
Evaluation of electro-oculography data for ataxia SCA-2 classification: A blind source separation approach. ISDA 2010: 237-241
2000 – 2009
- 2009
- [c2]Rodolfo V. García, Fernando Rojas, Jesús González, Belén San Román, Olga Valenzuela, Alberto Prieto, Luís Velázquez, Roberto Rodríguez:
Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2. ICANN (1) 2009: 259-266 - [c1]Rodolfo V. García, Fernando Rojas, Carlos García Puntonet, Belén San Román, Luís Velázquez, Roberto Rodríguez:
Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis. NOLISP 2009: 90-94
Coauthor Index
aka: Roberto Antonio Becerra-García
aka: Rodolfo Valentin García-Bermúdez
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