Sandra Morales

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Image Processing

Local Binary Pattern

Diabetic Retinopathy

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

Claudio Fernandez-Martín, Julio Silva-Rodríguez, Umay Kiraz, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Uninformed Teacher-Student for hard-samples distillation in weakly supervised mitosis localization. Comput. Medical Imaging Graph. 112 (2024)
Rocío del Amor, Jose Pérez-Cano, Miguel López-Pérez, Liria Terradez, José Aneiros-Fernández, Sandra Morales, Javier Mateos, Rafael Molina, Valery Naranjo
Annotation protocol and crowdsourcing multiple instance learning classification of skin histological images: The CR-AI4SkIN dataset. Artif. Intell. Medicine 145 (2023)
Rocío del Amor, Adrián Colomer, Sandra Morales, Cristian Pulgarín-Ospina, Liria Terradez, José Aneiros-Fernández, Valery Naranjo
A Self-Contrastive Learning Framework for Skin Cancer Detection Using Histological Images. ICIP (2022)
Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Challenging Mitosis Detection Algorithms: Global Labels Allow Centroid Localization. IDEAL (2022)
Claudio Fernandez-Martín, Umay Kiraz, Julio Silva-Rodríguez, Sandra Morales, Emiel A. M. Janssen, Valery Naranjo
Challenging mitosis detection algorithms: Global labels allow centroid localization. CoRR (2022)
Sandra Morales, Kjersti Engan, Valery Naranjo
Artificial intelligence in computational pathology - challenges and future directions. Digit. Signal Process. 119 (2021)
Sandra Morales, Adrián Colomer, José Manuel Mossi, Rocío del Amor, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks. Comput. Methods Programs Biomed. 198 (2021)
Rocío del Amor, Sandra Morales, Adrián Colomer, José Manuel Mossi, David Woldbye, Kristian Klemp, Michael Larsen, Valery Naranjo
Towards Automatic Glaucoma Assessment: An Encoder-decoder CNN for Retinal Layer Segmentation in Rodent OCT images. EUSIPCO (2019)
Andres Diaz-Pinto, Sandra Morales, Valery Naranjo, Amparo Navea
Computer-Aided Glaucoma Diagnosis Using Stochastic Watershed Transformation on Single Fundus Images. J. Medical Imaging Health Informatics 9 (6) (2019)
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment. IEEE Trans. Medical Imaging 38 (9) (2019)
Félix Fuentes-Hurtado, Sandra Morales, José Manuel Mossi, Valery Naranjo, Vadim Fedulov, David Woldbye, Kristian Klemp, Marie Torm, Michael Larsen
Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding. IDEAL (1) (2018)
Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi
Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models. IDEAL (1) (2018)
Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer
Retinal Disease Screening Through Local Binary Patterns. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Sandra Morales, Ángela Bernabeu, Fernando López-Mir, Pablo González, Luis Luna, Valery Naranjo
BRAIM: A computer-aided diagnosis system for neurodegenerative diseases and brain lesion monitoring from volumetric analyses. Comput. Methods Programs Biomed. 145 (2017)
Sandra Morales, Valery Naranjo, Jesús Angulo, Álvar Legaz-Aparicio, Rafael Verdú Monedero
Retinal network characterization through fundus image processing: Significant point identification on vessel centerline. Signal Process. Image Commun. 59 (2017)
Andres Diaz-Pinto, Sandra Morales, Valery Naranjo, Pablo Alcocer, Aitor Lanzagorta
Glaucoma diagnosis by means of optic cup feature analysis in color fundus images. EUSIPCO (2016)
Valery Naranjo, Carlos J. Saez, Sandra Morales, Kjersti Engan, Soledad Gomez
Optic cup characterization through sparse representation and dictionary learning. EUSIPCO (2016)
Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer
Detection of diabetic retinopathy and age-related macular degeneration from fundus images through local binary patterns and random forests. ICIP (2015)
Sandra Morales, Álvar-Gines Legaz-Aparicio, Valery Naranjo, Rafael Verdú Monedero
Determination of Bifurcation Angles of the Retinal Vascular Tree through Multiple Orientation Estimation based on Regularized Morphological Openings. BIOSIGNALS (2015)
Sandra Morales, Valery Naranjo, Adrián Colomer, Mariano Alcañiz Raya
Significant point characterization in fundus images. IPTA (2015)
Ana Montoro, Sandra Morales, Valery Naranjo, Fernando López-Mir, Mariano Alcañiz Raya
Feature extraction for retinal vascular network classification. BHI (2014)
Sandra Morales, Valery Naranjo, Amparo Navea, Mariano Alcañiz Raya
Computer-Aided Diagnosis Software for Hypertensive Risk Determination Through Fundus Image Processing. IEEE J. Biomed. Health Informatics 18 (6) (2014)
Nuria Urena, Fernando López-Mir, Sandra Morales, Valery Naranjo, Jose Luis Ruiz-Cerda
Image-asssited system for the diagnosis of bladder tumor recurrence. BHI (2014)
Anita Ferreira Ferreira, Jaime García Salinas, Sandra Morales
Using a Task-Based Approach for Supporting a Blended Learning Model for English as a Foreign Language. Int. J. Comput. Assist. Lang. Learn. Teach. 4 (1) (2014)
Sandra Morales, Valery Naranjo, Jesús Angulo, Fernando López-Mir, Mariano Alcañiz Raya
Determination of retinal network skeleton through mathematical morphology. EUSIPCO (2014)
Fernando López-Mir, Valery Naranjo, Sandra Morales, Jesús Angulo
Probability density function of object contours using regional regularized stochastic watershed. ICIP (2014)
Sandra Morales, Valery Naranjo, Jesús Angulo, Mariano Alcañiz Raya
Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology. IEEE Trans. Medical Imaging 32 (4) (2013)
Sandra Morales, Valery Naranjo, Jesús Angulo, Juan José Fuertes, Mariano Alcañiz Raya
Segmentation and Analysis of Retinal Vascular Tree from Fundus Images Processing. BIOSIGNALS (2012)
Sandra Morales, Valery Naranjo, David Pérez, Amparo Navea, Mariano Alcañiz Raya
Automatic detection of optic disc based on PCA and stochastic watershed. EUSIPCO (2012)