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Saul Calderon-Ramirez
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Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review
i Indranil Balki, Afsaneh Amirabadi, Jacob Levman, Anne L. Martel, Ziga ...
Canadian Association of Radiologists Journal, 2019
1852019
Correcting data imbalance for semi-supervised covid-19 detection using x-ray chest images
S Calderon-Ramirez, S Yang, A Moemeni, D Elizondo, ...
Applied Soft Computing 111, 107692, 2021
462021
Ml4h auditing: From paper to practice
L Oala, J Fehr, L Gilli, P Balachandran, AW Leite, S Calderon-Ramirez, ...
Machine learning for health, 280-317, 2020
412020
Machine learning for health: algorithm auditing & quality control
L Oala, AG Murchison, P Balachandran, S Choudhary, J Fehr, AW Leite, ...
Journal of medical systems 45, 1-8, 2021
382021
Improving uncertainty estimation with semi-supervised deep learning for covid-19 detection using chest x-ray images
S Calderon-Ramirez, S Yang, A Moemeni, S Colreavy-Donnelly, ...
Ieee Access 9, 85442-85454, 2021
362021
Dealing with Scarce Labelled Data: Semi-supervised Deep Learning with Mix Match for Covid-19 Detection Using Chest X-ray Images
S Calderon-Ramirez, R Giri, A Moemeni, M Umaña, D Elizondo, ...
International Conference on Pattern Recognition 2020 (ICPR 2020), 2020
302020
Assessing the impact of the deceived non local means filter as a preprocessing stage in a convolutional neural network based approach for age estimation using digital hand x …
S Calderon, F Fallas, M Zumbado, PN Tyrrell, H Stark, Z Emersic, ...
2018 25th IEEE International Conference on Image Processing (ICIP), 1752-1756, 2018
262018
Improving uncertainty estimations for mammogram classification using semi-supervised learning
S Calderon-Ramirez, D Murillo-Hernandez, K Rojas-Salazar, ...
International Joint Conference on Neural Networks 2021 (IJCNN 2021), In Press, 2021
222021
Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images
SCR Angel Garcia-Pedrero, Ana I. García-Cervigón, José Miguel Olano
Neural Computing and Applications, 2019
21*2019
A brief analysis of u-net and mask r-cnn for skin lesion segmentation
E Alfaro, XB Fonseca, EM Albornoz, CE Martínez, SC Ramrez
2019 IEEE International Work Conference on Bioinspired Intelligence (IWOBI …, 2019
202019
Dealing with distribution mismatch in semi-supervised deep learning for covid-19 detection using chest x-ray images: A novel approach using feature densities
S Calderon-Ramirez, S Yang, D Elizondo, A Moemeni
Applied Soft Computing 123, 108983, 2022
182022
A real use case of semi-supervised learning for mammogram classification in a local clinic of Costa Rica
S Calderon-Ramirez, D Murillo-Hernandez, K Rojas-Salazar, D Elizondo, ...
Medical & biological engineering & computing 60 (4), 1159-1175, 2022
132022
Mixmood: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures
S Calderon-Ramirez, L Oala, J Torrents-Barrena, S Yang, A Moemeni, ...
arXiv preprint arXiv:2006.07767, 2020
132020
Dewaff: A novel image abstraction approach to improve the performance of a cell tracking system
S Calderón, A Sáenz, R Mora, F Siles, I Orozco, ME Buemi
2015 4th International Work Conference on Bioinspired Intelligence (IWOBI …, 2015
132015
Using cluster analysis to assess the impact of dataset heterogeneity on deep convolutional network accuracy: A first glance
M Mendez, S Calderon, PN Tyrrell
Latin American High Performance Computing Conference, 307-319, 2019
122019
Unsharp Masking Layer: Injecting Prior Knowledge in Convolutional Networks for Image Classification
JTB Jose Carranza-Rojas, Saul Calderon-Ramirez, Adán Mora-Fallas, Michael ...
Lecture Notes in Computer Science 11729, 3-16, 2019
12*2019
Semisupervised deep learning for image classification with distribution mismatch: A survey
S Calderon-Ramirez, S Yang, D Elizondo
IEEE Transactions on Artificial Intelligence 3 (6), 1015-1029, 2022
112022
Xylem Vessels Segmentation Through a Deep Learning Approach: a First Look
2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), 2018
112018
Deceived bilateral filter for improving the classification of football players from tv broadcast
SC Ramírez, FS Canales
3rd IEEE International Work-Conference on Bioinspired Intelligence, 98-105, 2014
112014
Assessing the impact of a preprocessing stage on deep learning architectures for breast tumor multi-class classification with histopathological images
I Calvo, S Calderon, J Torrents-Barrena, E Muñoz, D Puig
High Performance Computing: 6th Latin American Conference, CARLA 2019 …, 2020
102020
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Articles 1–20