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Miguel López-Pérez
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Year
A New Optical Density Granulometry-Based Descriptor for the Classification of Prostate Histological Images Using Shallow and Deep Gaussian Processes
ÁE Esteban, M López-Pérez, A Colomer, MA Sales, R Molina, V Naranjo
Computer Methods and Programs in Biomedicine, 2019
342019
Learning from crowds in digital pathology using scalable variational Gaussian processes
M López-Pérez, M Amgad, P Morales-Álvarez, P Ruiz, LAD Cooper, ...
Scientific reports 11 (1), 1-9, 2021
302021
A TV-based image processing framework for blind color deconvolution and classification of histological images
F Pérez-Bueno, M López-Pérez, M Vega, J Mateos, V Naranjo, R Molina, ...
Digital Signal Processing, 102727, 2020
182020
Deep Gaussian Processes for Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection
M López-Pérez, A Schmidt, Y Wu, R Molina, AK Katsaggelos
Computer Methods and Programs in Biomedicine, 106783, 2022
162022
A Contribution to Deep Learning Approaches for Automatic Classification of Volcano-Seismic Events: Deep Gaussian Processes
M López-Pérez, L García, C Benítez, R Molina
IEEE Transactions on Geoscience and Remote Sensing 59 (5), 3875-3890, 2020
112020
Deep Gaussian Processes for classification with multiple noisy annotators. Application to breast cancer tissue classification
M López-Pérez, P Morales-Álvarez, LAD Cooper, R Molina, ...
IEEE Access, 2023
82023
Are you sure it’s an artifact? Artifact detection and uncertainty quantification in histological images
N Kanwal, M López-Pérez, U Kiraz, TCM Zuiverloon, R Molina, K Engan
Computerized Medical Imaging and Graphics, 102321, 2023
52023
An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection
J Pérez-Cano, Y Wu, A Schmidt, M López-Pérez, P Morales-Álvarez, ...
Expert Systems with Applications, 122296, 2023
22023
Crowdsourcing Segmentation of Histopathological Images Using Annotations Provided by Medical Students
M López-Pérez, P Morales-Álvarez, LAD Cooper, R Molina, ...
Artificial Intelligence in Medicine: 21st International Conference on …, 2023
12023
Learning from crowds for automated histopathological image segmentation
M López-Pérez, P Morales-Álvarez, LAD Cooper, C Felicelli, J Goldstein, ...
Computerized Medical Imaging and Graphics, 102327, 2024
2024
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, 102686, 2023
2023
Probabilistic Methods for Image and Signal Classification. Applications to Medicine and Volcanology
M López Pérez
Universidad de Granada, 2022
2022
Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor
M López-Pérez, A Colomer, MA Sales, R Molina, V Naranjo
International Conference on Intelligent Data Engineering and Automated …, 2019
2019
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Articles 1–13