Suivre
Anibal Pedraza
Titre
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Année
A multi-organ nucleus segmentation challenge
N Kumar, R Verma, D Anand, Y Zhou, OF Onder, E Tsougenis, H Chen, ...
IEEE transactions on medical imaging 39 (5), 1380-1391, 2019
4812019
HER 2 challenge contest: a detailed assessment of automated HER 2 scoring algorithms in whole slide images of breast cancer tissues
T Qaiser, A Mukherjee, C Reddy Pb, SD Munugoti, V Tallam, T Pitkäaho, ...
Histopathology 72 (2), 227-238, 2018
1632018
Automated Diatom Classification (Part B): A Deep Learning Approach
A Pedraza, G Bueno, O Deniz, G Cristóbal, S Blanco, M Borrego-Ramos
Applied Sciences 7 (5), 460, 2017
1382017
Glomerulus Classification and Detection Based on Convolutional Neural Networks
J Gallego, A Pedraza, S Lopez, G Steiner, L Gonzalez, A Laurinavicius, ...
Journal of Imaging 4 (1), 20, 2018
1092018
Glomerulus classification with convolutional neural networks
A Pedraza, J Gallego, S Lopez, L Gonzalez, A Laurinavicius, G Bueno
Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017 …, 2017
812017
Automated Diatom Classification (Part A): Handcrafted feature approaches
G Bueno, O Deniz, A Pedraza, J Ruiz-Santaquiteria, J Salido, G Cristóbal, ...
Applied Sciences 7 (8), 753, 2017
792017
A review of image fusion: Methods, applications and performance metrics
S Singh, H Singh, G Bueno, O Deniz, S Singh, H Monga, ...
Digital Signal Processing 137, 104020, 2023
422023
Robustness to adversarial examples can be improved with overfitting
O Deniz, A Pedraza, N Vallez, J Salido, G Bueno
International Journal of Machine Learning and Cybernetics 11, 935-944, 2020
362020
Oblique illumination in microscopy: A quantitative evaluation
C Sanchez, G Cristóbal, G Bueno, S Blanco, M Borrego-Ramos, A Olenici, ...
Micron 105, 47-54, 2018
322018
Lights and pitfalls of convolutional neural networks for diatom identification
A Pedraza, G Bueno, O Deniz, J Ruiz-Santaquiteria, C Sanchez, S Blanco, ...
Optics, Photonics, and Digital Technologies for Imaging Applications V 10679 …, 2018
262018
On the Relationship between Generalization and Robustness to Adversarial Examples
A Pedraza, O Deniz, G Bueno
Symmetry 13 (5), 817, 2021
162021
Really natural adversarial examples
A Pedraza, O Deniz, G Bueno
International Journal of Machine Learning and Cybernetics 13 (4), 1065-1077, 2021
142021
Approaching Adversarial Example Classification with Chaos Theory
A Pedraza, O Deniz, G Bueno
Entropy 22 (11), 1201, 2020
132020
Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy
N Altini, M Rossini, S Turkevi-Nagy, F Pesce, P Pontrelli, B Prencipe, ...
Computer Methods and Programs in Biomedicine 242, 107814, 2023
102023
Parasitic egg detection with a deep learning ensemble
J Ruiz-Santaquiteria, A Pedraza, N Vallez, A Velasco
2022 IEEE International Conference on Image Processing (ICIP), 4283-4286, 2022
92022
Parasitic egg detection and classification with transformer-based architectures
A Pedraza, J Ruiz-Santaquiteria, O Deniz, G Bueno
2022 IEEE International Conference on Image Processing (ICIP), 4301-4305, 2022
72022
Deep Neural Networks for HER2 Grading of Whole Slide Images with Subclasses Levels
A Pedraza, L Gonzalez, O Deniz, G Bueno
Algorithms 17 (3), 97, 2024
62024
Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation
J Ruiz-Santaquitaria, A Pedraza, C Sánchez, JA Libreros, J Salido, ...
Pattern Recognition and Image Analysis: 9th Iberian Conference, IbPRIA 2019 …, 2019
62019
Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings
MV Hernández, V González-Castro
Springer, 2017
62017
Deep Learning within a DICOM WSI Viewer for Histopathology
N Vallez, JL Espinosa-Aranda, A Pedraza, O Deniz, G Bueno
Applied Sciences 13 (17), 9527, 2023
42023
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