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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
392019
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), 11612, 2021
332021
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
272022
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
212020
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 11, 6922-6934, 2023
142023
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
132020
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 112, 102321, 2024
102024
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 145, 102686, 2023
62023
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 240, 122296, 2024
52024
Crowdsourcing segmentation of histopathological images using annotations provided by medical students
M López-Pérez, P Morales-Álvarez, LAD Cooper, R Molina, ...
International Conference on Artificial Intelligence in Medicine, 245-249, 2023
12023
Are generative models fair? A study of racial bias in dermatological image generation
M López-Pérez, S Hauberg, A Feragen
arXiv preprint arXiv:2501.11752, 2025
2025
The CrowdGleason dataset: Learning the Gleason grade from crowds and experts
M López-Pérez, A Morquecho, A Schmidt, F Pérez-Bueno, ...
Computer Methods and Programs in Biomedicine 257, 108472, 2024
2024
Domain Adaptation for Unsupervised Cancer Detection: An Application for Skin Whole Slides Images from an Interhospital Dataset
N P. García-de-la-Puente, M López-Pérez, L Launet, V Naranjo
International Conference on Medical Image Computing and Computer-Assisted …, 2024
2024
Unsupervised Prediction of Blastocyst Development from Oocyte Images
NP García-de-la-Puente, E Paya, L Murria, M López-Pérez, M Meseguer, ...
Decision Science Alliance International Summer Conference, 199-209, 2024
2024
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 112, 102327, 2024
2024
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
ANOMALOUS SOUND DETECTION IN INDUSTRIAL MACHINERY USING NORMALIZING FLOW-BASED DEEP LEARNING
NP Garcıa-de-la-Puente, F Pastor-Naranjo, M López-Pérez, G Pinero, ...
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Articles 1–18