Automatic Parkinson disease detection at early stages as a pre-diagnosis tool by using classifiers and a small set of vocal features G Solana-Lavalle, JC Galán-Hernández, R Rosas-Romero Biocybernetics and Biomedical Engineering 40 (1), 505-516, 2020 | 89 | 2020 |
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson’s disease G Solana-Lavalle, R Rosas-Romero Computer Methods and Programs in Biomedicine 198 (105793), 1-15, 2021 | 83 | 2021 |
A method to assist in the diagnosis of early diabetic retinopathy: Image processing applied to detection of microaneurysms in fundus images R Rosas-Romero, J Martínez-Carballido, J Hernández-Capistrán, ... Computerized medical imaging and graphics 44, 41-53, 2015 | 68 | 2015 |
Prediction of epileptic seizures with convolutional neural networks and functional near-infrared spectroscopy signals R Rosas-Romero, E Guevara, K Peng, DK Nguyen, F Lesage, P Pouliot, ... Computers in Biology and Medicine, 2019 | 59 | 2019 |
Analysis of voice as an assisting tool for detection of Parkinson's disease and its subsequent clinical interpretation G Solana-Lavalle, R Rosas-Romero Biomedical Signal Processing and Control 66 (102415), 1-11, 2021 | 46 | 2021 |
Wavelet-based smoke detection in outdoor video sequences R Gonzalez-Gonzalez, V Alarcon-Aquino, R Rosas-Romero, ... 2010 53rd IEEE International Midwest Symposium on Circuits and Systems, 383-387, 2010 | 37 | 2010 |
Forecasting of stock return prices with sparse representation of financial time series over redundant dictionaries R Rosas-Romero, A Díaz-Torres, G Etcheverry Expert Systems with Applications 57, 37-48, 2016 | 36 | 2016 |
Detection of microcalcifications in digital mammograms using the dual-tree complex wavelet transform V Alarcon-Aquino, O Starostenko, J Ramirez-Cortes, R Rosas-Romero, ... Engineering Intelligent Systems 17 (1), 49, 2009 | 31 | 2009 |
Transiting Exoplanet Discovery Using Machine Learning Techniques: A Survey MA Jara-Maldonado, V Alarcón-Aquino, R Rosas-Romero, O Starostenko, ... Earth Science Informatics, 2020 | 24 | 2020 |
Remote Detection of Forest Fires from Video Signals with Classifiers based on K-SVD Learned Dictionaries R Rosas-Romero Engineering Applications of Artificial Intelligence 33, 1-11, 2014 | 19 | 2014 |
Segmentation of endocardium in ultrasound images based on sparse representation over learned redundant dictionaries R Rosas-Romero, HD Tagare Engineering Applications of Artificial Intelligence 29, 201-210, 2014 | 16 | 2014 |
Detection and classification of burnt skin via sparse representation of signals by over-redundant dictionaries B Rangel-Olvera, R Rosas-Romero Computers in Biology and Medicine, 1-9, 2021 | 12 | 2021 |
Prediction of epileptic seizures using fNIRS and machine learning E Guevara, JA Flores-Castro, K Peng, DK Nguyen, F Lesage, P Pouliot, ... Journal of Intelligent & Fuzzy Systems, 38 (2), 2055-2063, 2020 | 11 | 2020 |
A new method for designing flat shelving and peaking filters based on allpass filters A Fernandez-Vazquez, R Rosas-Romero, J Rodriguez-Asomoza 17th International Conference on Electronics, Communications and Computers …, 2007 | 9 | 2007 |
Electric signal sensor using an electrooptic coherence modulator J Rodríguez-Asomoza, R Rosas-Romero, SE Lobato-Larios, ... IEEE transactions on instrumentation and measurement 54 (1), 347-351, 2005 | 9 | 2005 |
Intrusion detection and classification of attacks in high-level network protocols using recurrent neural networks V Alarcon-Aquino, CA Oropeza-Clavel, J Rodriguez-Asomoza, ... Novel Algorithms and Techniques in Telecommunications and Networking, 129-134, 2009 | 8 | 2009 |
Real-time facial expression recognition using local appearance-based descriptors O Starostenko, C Cruz-Perez, V Alarcon-Aquino, R Rosas-Romero Journal of Intelligent & Fuzzy Systems 36 (5), 5037-5049, 2019 | 7 | 2019 |
Learning and approximation of chaotic time series using wavelet-networks V Alarcon-Aquino, ES Garcia-Treviño, R Rosas-Romero, ... Proceedings of the Sixth Mexican International Conference on Computer …, 2005 | 7 | 2005 |
A new machine learning model based on the broad learning system and wavelets M Jara-Maldonado, V Alarcón-Aquino, R Rosas-Romero Journal of Engineering Applications of Artificial Intelligence 112 (104886 …, 2022 | 6 | 2022 |
False positive reduction by an annular model as a set of few features for microcalcification detection to assist early diagnosis of breast cancer J Hernández-Capistrán, J Martínez-Carballido, R Rosas-Romero Journal of Medical Systems 42 (134), 1-9, 2018 | 6 | 2018 |