PUBLICATIONS

@article{Gabriel2021,

title = {A novel self-learning framework for bladder cancer grading using histopathological images},

author = {Gabriel García and Anna Esteve and Adrián Colomer and David Ramos and Valery Naranjo},

url = {https://www.sciencedirect.com/science/article/pii/S0010482521007265},

doi = {https://doi.org/10.1016/j.compbiomed.2021.104932},

issn = {0010-4825},

year  = {2021},

date = {2021-11-01},

urldate = {2021-11-01},

journal = {Computers in Biology and Medicine},

volume = {138},

pages = {104932},

keywords = {SICAP},

pubstate = {published},

tppubtype = {article}

}

@article{JulioSilva-Rodriguez21,

title = {WeGleNet: A weakly-supervised convolutional neural network for the semantic segmentation of Gleason grades in prostate histology images},

author = {Julio Silva-Rodriguez and Adrian Colomer and Valery Naranjo},

doi = {https://doi.org/10.1016/j.compmedimag.2020.101846},

issn = {0895-6111},

year  = {2021},

date = {2021-02-23},

urldate = {2021-02-23},

journal = {Computerized Medical Imaging and Graphics},

volume = {88},

keywords = {SICAP},

pubstate = {published},

tppubtype = {article}

}

@article{Julio2020,

title = {Going deeper through the Gleason scoring scale: An automatic end-to-end system for histology prostate grading and cribriform pattern detection},

author = {Julio Silva-Rodríguez and Adrián Colomer and María A.Sales and Rafael Molina and Valery Naranjo},

doi = {https://doi.org/10.1016/j.cmpb.2020.105637},

issn = {0169-2607},

year  = {2020},

date = {2020-10-01},

urldate = {2020-10-01},

journal = {Computer Methods and Programs in Biomedicine},

volume = {195},

keywords = {SICAP},

pubstate = {published},

tppubtype = {article}

}

@article{FernandoPérez-Bueno2020,

title = {A TV-based image processing framework for blind color deconvolution and classification of histological images},

author = {Fernando Pérez-Bueno and Miguel López-Pérez and Miguel Vega and Javier Mateos and Valery Naranjo and Rafael Molina and Aggelos K. Katsaggelos},

doi = {https://doi.org/10.1016/j.dsp.2020.102727},

issn = {1051-2004},

year  = {2020},

date = {2020-06-02},

urldate = {2020-06-02},

journal = {Digital Signal Processing: A Review Journal},

volume = {101},

keywords = {SICAP},

pubstate = {published},

tppubtype = {article}

}

@article{Esteban2019,

title = {A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes},

author = {Ángel E. Esteban and Miguel López-Pérez and Adrián Colomer and María A. Sales and Rafael Molina and Valery Naranjo},

url = {https://www.sciencedirect.com/science/article/pii/S0169260719303906?via%3Dihub},

issn = {0169-2607},

year  = {2019},

date = {2019-09-01},

urldate = {2019-09-01},

journal = {Computer Methods and Programs in Biomedicine},

volume = {178},

pages = {303-317},

keywords = {SICAP},

pubstate = {published},

tppubtype = {article}

}

@article{Gabriel2019,

title = {First-Stage Prostate Cancer Identification on Histopathological Images: Hand-Driven versus Automatic Learning},

author = {Gabriel García and Adrián Colomer and Valery Naranjo},

doi = {https://doi.org/10.3390/e21040356},

issn = {1099-4300 },

year  = {2019},

date = {2019-04-02},

urldate = {2019-04-02},

journal = {Entropy},

volume = {21},

number = {4},

keywords = {SICAP},

pubstate = {published},

tppubtype = {article}

}

@article{Diaz-Pinto2019,

title = {Computer-aided Glaucoma Diagnosis using Stochastic Watershed Transformation on Single Fundus Images},

author = {Andres Diaz-Pinto and Sandra Morales and Valery Naranjo and Amparo Navea},

issn = {2156-7026 },

year  = {2019},

date = {2019-03-20},

urldate = {2019-03-20},

journal = {Journal of Medical Imaging and Health Informatics (Online)},

volume = {9},

number = {6},

pages = {1057- 336},

keywords = {SICAP},

pubstate = {published},

tppubtype = {article}

}