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Maria Baldeon Calisto
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AdaResU-Net: Multiobjective adaptive convolutional neural network for medical image segmentation
M Baldeon-Calisto, SK Lai-Yuen
Neurocomputing 392, 325-340, 2020
1332020
AdaEn-Net: An ensemble of adaptive 2D–3D Fully Convolutional Networks for medical image segmentation
MB Calisto, SK Lai-Yuen
Neural Networks 126, 76-94, 2020
1062020
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation
R Dorent, A Kujawa, M Ivory, S Bakas, N Rieke, S Joutard, B Glocker, ...
Medical Image Analysis 83, 102628, 2023
522023
EMONAS-Net: Efficient multiobjective neural architecture search using surrogate-assisted evolutionary algorithm for 3D medical image segmentation
MB Calisto, SK Lai-Yuen
Artificial intelligence in medicine 119, 102154, 2021
392021
Biomedical image analysis competitions: The state of current participation practice
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ...
arXiv preprint arXiv:2212.08568, 2022
232022
Self-adaptive 2D-3D ensemble of fully convolutional networks for medical image segmentation
MGB Calisto, SK Lai-Yuen
Medical Imaging 2020: Image Processing 11313, 459-469, 2020
172020
EMONAS: efficient multiobjective neural architecture search framework for 3D medical image segmentation
MGB Calisto, SK Lai-Yuen
Medical Imaging 2021: Image Processing 11596, 22-34, 2021
102021
ResU-Net: Residual Convolutional Neural Network for prostate MRI Segmentation
M Baldeon-Calisto, S Lai-Yuen
Proceedings of the 2018 IISE Annual Conference, 2018
102018
C-MADA: unsupervised cross-modality adversarial domain adaptation framework for medical image segmentation
MGB Calisto, SK Lai-Yuen
Medical Imaging 2022: Image Processing 12032, 971-978, 2022
32022
Analyzing the effect of basic data augmentation for covid-19 detection through a fractional factorial experimental design
MH Davila, M Baldeon-Calisto, JJ Murillo, B Puente-Mejia, D Navarrete, ...
Emerging Science Journal 7, 1-16, 2022
22022
U-net variations for spontaneous intracranial hemorrhages detection on ct images
LA Erazo, N Pérez, D Benítez, D Riofrío, RF Moyano, M Baldeon-Calisto
2022 IEEE Colombian Conference on Applications of Computational Intelligence …, 2022
22022
Application of Machine Learning algorithms for the prediction of payment by agreement in a debt collection company with the CRISP-DM methodology
MC Peréz, MB Calisto, S Bonilla, D Riofrío
dalam 3rd South American International Conference on Industrial Engineering …, 2022
22022
Análisis estadístico de accidentalidad laboral del Ecuador y comparación con la accidentalidad laboral de Colombia del año 2013
MG Baldeón Calisto
Quito: USFQ, 2014, 2014
22014
Predicting COVID-19 Cases using Deep LSTM and CNN Models
F Puente, N Pérez, D Benítez, F Grijalva, D Riofrío, M Baldeon-Calisto, ...
2023 IEEE Colombian Conference on Applications of Computational Intelligence …, 2023
12023
DeepSIT: Deeply Supervised Framework for Image Translation on Breast Cancer Analysis
M Baldeon-Calisto, F Rivera-Velastegui, D Riofrío, R Flores-Moyano, ...
2023 IEEE 13th International Conference on Pattern Recognition Systems …, 2023
12023
Extending the U-Net Architecture for Strokes Segmentation on CT Scan Images
I Guerrón, N Peréz, D Benítez, F Grijalva, D Riofrío, M Baldeon-Calisto
2023 IEEE 13th International Conference on Pattern Recognition Systems …, 2023
12023
Standard Latent Space Dimension for Network Intrusion Detection Systems Datasets
RF Moyano, A Duque, D Riofrío, N Pérez, D Benitez, M Baldeon-Calisto, ...
IEEE Access, 2023
12023
An extensive pixel-level augmentation framework for unsupervised cross-modality domain adaptation
MGB Calisto, SK Lai-Yuen
Medical Imaging 2023: Image Processing 12464, 342-350, 2023
12023
A multi-object deep neural network architecture to detect prostate anatomy in T2-weighted MRI: Performance evaluation
M Baldeon-Calisto, Z Wei, S Abudalou, Y Yilmaz, K Gage, J Pow-Sang, ...
Frontiers in Nuclear Medicine 2, 1083245, 2023
12023
A Deep Convolutional Autoencoder Architecture for Automatic Image Colorization
S Cevallos, N Pérez, D Riofrío, D Benítez, RF Moyano, M Baldeon-Calisto
2022 IEEE Colombian Conference on Applications of Computational Intelligence …, 2022
12022
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