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ORCIDSandra Morales
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2020 – today
- 2024
[j12]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: 102328 (2024)- [d1]Rocío del Amor, Jose Pérez-Cano, Miguel López-Pérez, Liria Terradez, José Aneiros-Fernández, Sandra Morales, Javier Mateos, Rafael Molina, Valery Naranjo:
CR-AI4SkIN dataset. Zenodo, 2024
- 2023
- [j11]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: 102686 (2023) - 2022
- [c16]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: 2291-2295 - [c15]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: 482-490 - [i1]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 abs/2211.16852 (2022) - 2021
- [j10]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: 105788 (2021) - [j9]Sandra Morales, Kjersti Engan, Valery Naranjo:
Artificial intelligence in computational pathology - challenges and future directions. Digit. Signal Process. 119: 103196 (2021)
2010 – 2019
- 2019
- [j8]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): 1057-1065 (2019) - [j7]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): 2211-2218 (2019) - [c14]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: 1-5 - 2018
- [c13]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: 27-34 - [c12]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: 224-232 - 2017
- [j6]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: 167-179 (2017) - [j5]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: 50-64 (2017) - [j4]Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer:
Retinal Disease Screening Through Local Binary Patterns. IEEE J. Biomed. Health Informatics 21(1): 184-192 (2017) - 2016
- [c11]Valery Naranjo, Carlos J. Saez, Sandra Morales, Kjersti Engan, Soledad Gomez:
Optic cup characterization through sparse representation and dictionary learning. EUSIPCO 2016: 1688-1692 - [c10]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: 2055-2059 - 2015
- [c9]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: 126-131 - [c8]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: 4838-4842 - [c7]Sandra Morales, Valery Naranjo, Adrián Colomer, Mariano Alcañiz Raya:
Significant point characterization in fundus images. IPTA 2015: 331-336 - 2014
- [j3]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): 44-62 (2014) - [j2]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): 1757-1763 (2014) - [c6]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: 141-144 - [c5]Ana Montoro, Sandra Morales, Valery Naranjo, Fernando López-Mir, Mariano Alcañiz Raya:
Feature extraction for retinal vascular network classification. BHI 2014: 404-407 - [c4]Sandra Morales, Valery Naranjo, Jesús Angulo, Fernando López-Mir, Mariano Alcañiz Raya:
Determination of retinal network skeleton through mathematical morphology. EUSIPCO 2014: 1691-1695 - [c3]Fernando López-Mir, Valery Naranjo, Sandra Morales, Jesús Angulo:
Probability density function of object contours using regional regularized stochastic watershed. ICIP 2014: 4762-4766 - 2013
- [j1]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): 786-796 (2013) - 2012
- [c2]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: 321-324 - [c1]Sandra Morales, Valery Naranjo, David Pérez, Amparo Navea, Mariano Alcañiz Raya:
Automatic detection of optic disc based on PCA and stochastic watershed. EUSIPCO 2012: 2605-2609
Coauthor Index
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