CNNs for automatic glaucoma assessment using fundus images: an extensive validation A Diaz-Pinto, S Morales, V Naranjo, T Köhler, JM Mossi, A Navea Biomedical engineering online 18, 1-19, 2019 | 393 | 2019 |
Automatic detection of optic disc based on PCA and mathematical morphology S Morales, V Naranjo, J Angulo, M Alcañiz IEEE transactions on medical imaging 32 (4), 786-796, 2013 | 284 | 2013 |
Retinal image synthesis and semi-supervised learning for glaucoma assessment A Diaz-Pinto, A Colomer, V Naranjo, S Morales, Y Xu, AF Frangi IEEE transactions on medical imaging 38 (9), 2211-2218, 2019 | 215 | 2019 |
Retinal disease screening through local binary patterns S Morales, K Engan, V Naranjo, A Colomer IEEE journal of biomedical and health informatics 21 (1), 184-192, 2015 | 95 | 2015 |
Artificial intelligence in computational pathology–challenges and future directions S Morales, K Engan, V Naranjo Digital Signal Processing 119, 103196, 2021 | 43 | 2021 |
Automatic detection of optic disc based on PCA and stochastic watershed S Morales, V Naranjo, D Perez, A Navea, M Alcaniz 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012 | 37 | 2012 |
Automatic segmentation of epidermis and hair follicles in optical coherence tomography images of normal skin by convolutional neural networks R Del Amor, S Morales, A Colomer, M Mogensen, M Jensen, ... Frontiers in Medicine 7, 220, 2020 | 35 | 2020 |
Glaucoma Diagnosis by Means of Optic Cup Feature Analysis in Color Fundus Images A Diaz, S Morales, V Naranjo, P Alcocer, A Lanzagorta 24th European Signal Processing Conference (EUSIPCO), 2055 - 2059, 2016 | 25 | 2016 |
Segmentation and Analysis of Retinal Vascular Tree from Fundus Images Processing. S Morales, V Naranjo, J Angulo, JJ Fuertes, MA Raya International Conference on Bio-inspired Systems and Signal Processing …, 2012 | 22 | 2012 |
Retinal network characterization through fundus image processing: Significant point identification on vessel centerline S Morales, V Naranjo, J Angulo, AG Legaz-Aparicio, R Verdu-Monedero Signal Processing: Image Communication 59, 50-64, 2017 | 16 | 2017 |
Retinal image synthesis for glaucoma assessment using DCGAN and VAE models A Diaz-Pinto, A Colomer, V Naranjo, S Morales, Y Xu, AF Frangi Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 13 | 2018 |
Computer-Aided Diagnosis Software for Hypertensive Risk Determination through Fundus Image Processing S Morales, V Naranjo, A Navea, M Alcaniz IEEE Journal of Biomedical and Health Informatics 18 (6), 1757-1763, 2014 | 13 | 2014 |
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks S Morales, A Colomer, JM Mossi, R Del Amor, D Woldbye, K Klemp, ... Computer Methods and Programs in Biomedicine 198, 105788, 2021 | 12 | 2021 |
BRAIM: A computer-aided diagnosis system for neurodegenerative diseases and brain lesion monitoring from volumetric analyses S Morales, A Bernabeu-Sanz, F López-Mir, P González, L Luna, ... Computer Methods and Programs in Biomedicine 145, 167-179, 2017 | 11 | 2017 |
Contribution of gray matter atrophy and white matter damage to cognitive impairment in mildly disabled relapsing-remitting multiple sclerosis patients Á Bernabéu-Sanz, S Morales, V Naranjo, ÁP Sempere Diagnostics 11 (3), 578, 2021 | 10 | 2021 |
Detection of Diabetic Retinopathy and Age-Related Macular Degeneration from Fundus Images through Local Binary Patterns and Random Forests S Morales, K Engan, V Naranjo, A Colomer IEEE International Conference on Image Processing (ICIP 2015), 2015 | 10 | 2015 |
A self-contrastive learning framework for skin cancer detection using histological images R del Amor, A Colomer, S Morales, C Pulgarín-Ospina, L Terradez, ... 2022 IEEE International Conference on Image Processing (ICIP), 2291-2295, 2022 | 7 | 2022 |
Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset R Del Amor, J Pérez-Cano, M López-Pérez, L Terradez, ... Artificial Intelligence in Medicine 145, 102686, 2023 | 5 | 2023 |
Towards automatic glaucoma assessment: An encoder-decoder cnn for retinal layer segmentation in rodent oct images R Del Amor, S Morales, A n Colomer, JM Mossi, D Woldbye, K Klemp, ... 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 5 | 2019 |
A method for liver segmentation on computed tomography images in venous phase suitable for real environments F López-Mir, P González, V Naranjo, E Pareja, S Morales, ... Journal of Medical Imaging and Health Informatics 5 (6), 1208-1216, 2015 | 5 | 2015 |