Sandra Morales

29 papers B 3C 1Journal 13Unranked 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization.
Comput. Medical Imaging Graph.
Claudio Fernandez-Martín, Julio Silva-Rodríguez, Umay Kiraz, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
2023 J jnl
Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset.
Artif. Intell. Medicine
Rocío del Amor, Jose Pérez-Cano, Miguel López-Pérez, Liria Terradez, José Aneiros-Fernández, Sandra Morales, Javier Mateos, Rafael Molina, Valery Naranjo
2022 B conf
A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images.
ICIP
Rocío del Amor, Adrián Colomer, Sandra Morales, Cristian Pulgarín-Ospina, Liria Terradez, José Aneiros-Fernández, Valery Naranjo
2022 C conf
Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization.
IDEAL
Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
2022 J jnl
Challenging mitosis detection algorithms: Global labels allow centroid localization.
CoRR
Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
2021 J jnl
Artificial intelligence in computational pathology - challenges and future directions.
Digit. Signal Process.
Sandra Morales, Kjersti Engan, Valery Naranjo
2021 J jnl
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks.
Comput. Methods Programs Biomed.
Sandra Morales, Adrián Colomer, José Manuel Mossi, Rocío del Amor, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
2019 J jnl
Computer-Aided Glaucoma Diagnosis Using Stochastic Watershed Transformation on Single Fundus Images.
J. Medical Imaging Health Informatics
Andres Diaz-Pinto, Sandra Morales, Valery Naranjo, Amparo Navea
2019 J jnl
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment.
IEEE Trans. Medical Imaging
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
2019 — conf
Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images.
EUSIPCO
Rocío del Amor, Sandra Morales, Adrián Colomer, José Manuel Mossi, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
2018 — conf
Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding.
IDEAL (1)
Félix Fuentes-Hurtado, Sandra Morales, José Manuel Mossi, Valery Naranjo, Vadim Fedulov, David Woldbye, Kristian Klemp, Marie Torm, Michael Larsen
2018 — conf
Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models.
IDEAL (1)
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
2017 J jnl
BRAIM: A computer-aided diagnosis system for neurodegenerative diseases and brain lesion monitoring from volumetric analyses.
Comput. Methods Programs Biomed.
Sandra Morales, Ángela Bernabeu, Fernando López-Mir, Pablo González, Luis Luna, Valery Naranjo
2017 J jnl
Retinal Disease Screening Through Local Binary Patterns.
IEEE J. Biomed. Health Informatics
Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer
2017 J jnl
Retinal network characterization through fundus image processing: Significant point identification on vessel centerline.
Signal Process. Image Commun.
Sandra Morales, Valery Naranjo, Jesús Angulo, Álvar Legaz-Aparicio, Rafael Verdú Monedero
2016 — conf
Glaucoma diagnosis by means of optic cup feature analysis in color fundus images.
EUSIPCO
Andres Diaz-Pinto, Sandra Morales, Valery Naranjo, Pablo Alcocer, Aitor Lanzagorta
2016 — conf
Optic cup characterization through sparse representation and dictionary learning.
EUSIPCO
Valery Naranjo, Carlos J. Saez, Sandra Morales, Kjersti Engan, Soledad Gomez
2015 B conf
Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests.
ICIP
Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer
2015 — conf
Determination of Bifurcation Angles of the Retinal Vascular Tree through Multiple Orientation Estimation based on Regularized Morphological Openings.
BIOSIGNALS
Sandra Morales, Álvar-Gines Legaz-Aparicio, Valery Naranjo, Rafael Verdú Monedero
2015 — conf
Significant point characterization in fundus images.
IPTA
Sandra Morales, Valery Naranjo, Adrián Colomer, Mariano Alcañiz Raya
2014 J jnl
Computer-Aided Diagnosis Software for Hypertensive Risk Determination Through Fundus Image Processing.
IEEE J. Biomed. Health Informatics
Sandra Morales, Valery Naranjo, Amparo Navea, Mariano Alcañiz Raya
2014 — conf
Determination of retinal network skeleton through mathematical morphology.
EUSIPCO
Sandra Morales, Valery Naranjo, Jesús Angulo, Fernando López-Mir, Mariano Alcañiz Raya
2014 — conf
Feature extraction for retinal vascular network classification.
BHI
Ana Montoro, Sandra Morales, Valery Naranjo, Fernando López-Mir, Mariano Alcañiz Raya
2014 — conf
Image-asssited system for the diagnosis of bladder tumor recurrence.
BHI
Nuria Urena, Fernando López-Mir, Sandra Morales, Valery Naranjo, Jose Luis Ruiz-Cerda
2014 B conf
Probability density function of object contours using regional regularized stochastic watershed.
ICIP
Fernando López-Mir, Valery Naranjo, Sandra Morales, Jesús Angulo
2014 J jnl
Using a Task-Based Approach for Supporting a Blended Learning Model for English as a Foreign Language.
Int. J. Comput. Assist. Lang. Learn. Teach.
Anita Ferreira Ferreira, Jaime García Salinas, Sandra Morales
2013 J jnl
Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology.
IEEE Trans. Medical Imaging
Sandra Morales, Valery Naranjo, Jesús Angulo, Mariano Alcañiz Raya
2012 — conf
Automatic detection of optic disc based on PCA and stochastic watershed.
EUSIPCO
Sandra Morales, Valery Naranjo, David Pérez, Amparo Navea, Mariano Alcañiz Raya
2012 — conf
Segmentation and Analysis of Retinal Vascular Tree from Fundus Images Processing.
BIOSIGNALS
Sandra Morales, Valery Naranjo, Jesús Angulo, Juan José Fuertes, Mariano Alcañiz Raya