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ORCIDMaria G. Baldeon Calisto
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Books and Theses
- 2020
[b1]Maria G. Baldeon Calisto:
Efficient Neural Architecture Search with Multiobjective Evolutionary Optimization. University of South Florida, Tampa, USA, 2020
Journal Articles
- 2024
- [j6]Maria G. Baldeon Calisto
, Francisco Rivera-Velastegui, Susana K. Lai-Yuen, Daniel Riofrío, Noel Pérez-Pérez, Diego S. Benítez, Ricardo Flores Moyano:
DistilIQA: Distilling Vision Transformers for no-reference perceptual CT image quality assessment. Comput. Biol. Medicine 177: 108670 (2024) - 2023
- [j5]Ricardo Flores Moyano, Alejandro Duque, Daniel Riofrío, Noel Pérez, Diego S. Benítez, Maria G. Baldeon Calisto, David Fernández:
Standard Latent Space Dimension for Network Intrusion Detection Systems Datasets. IEEE Access 11: 57240-57252 (2023) - [j4]Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, M. Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren:
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. Medical Image Anal. 83: 102628 (2023) - 2021
- [j3]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
EMONAS-Net: Efficient multiobjective neural architecture search using surrogate-assisted evolutionary algorithm for 3D medical image segmentation. Artif. Intell. Medicine 119: 102154 (2021) - 2020
- [j2]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
AdaResU-Net: Multiobjective adaptive convolutional neural network for medical image segmentation. Neurocomputing 392: 325-340 (2020) - [j1]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
AdaEn-Net: An ensemble of adaptive 2D-3D Fully Convolutional Networks for medical image segmentation. Neural Networks 126: 76-94 (2020)
Conference and Workshop Papers
- 2024
- [c10]Sebástion Granizo, Maria G. Baldeon Calisto, Milena Iñiguez, Danny Navarrete, Daniel Riofrío, Noel Pérez-Pérez, Diego S. Benítez, Ricardo Flores Moyano:
A Comparative Analysis of Vision Transformers and Convolutional Neural Networks in Cardiac Image Segmentation. ISDFS 2024: 1-7 - [c9]Alejandra de la Torre, Maria G. Baldeon Calisto:
Generative Artificial Intelligence in Latin American Higher Education: A Systematic Literature Review. ISDFS 2024: 1-7 - [c8]Ines Vega, José Valencia, Ángel Arcos, Danny Navarrete, Maria G. Baldeon Calisto:
A Comparison Between Transformers and Foundation Models in Sentiment Analysis of Student Evaluation of Teaching. ISDFS 2024: 1-7 - 2023
- [c7]Fernando Vásconez, Maria G. Baldeon Calisto, Daniel Riofrío, Zhouping Wei, Yoga Balagurunathan:
Convolutional Networks Versus Transformers: A Comparison in Prostate Segmentation. ICAART (3) 2023: 600-607 - [c6]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
An extensive pixel-level augmentation framework for unsupervised cross-modality domain adaptation. Medical Imaging: Image Processing 2023 - [c5]Ricardo Flores Moyano, Alejandro Duque, Daniel Riofrío, Diego S. Benítez, Noel Pérez, Maria G. Baldeon Calisto, David Fernández:
A Feature Selection Approach Towards the Standardization of Network Security Datasets. NetSoft 2023: 257-261 - 2022
- [c4]Maria G. Baldeon Calisto:
Teacher-Student Semi-supervised Approach for Medical Image Segmentation. FLARE@MICCAI 2022: 152-162 - [c3]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
C-MADA: unsupervised cross-modality adversarial domain adaptation framework for medical image segmentation. Medical Imaging: Image Processing 2022 - 2021
- [c2]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
EMONAS: efficient multiobjective neural architecture search framework for 3D medical image segmentation. Medical Imaging: Image Processing 2021 - 2020
- [c1]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
Self-adaptive 2D-3D ensemble of fully convolutional networks for medical image segmentation. Medical Imaging: Image Processing 2020: 113131W
Informal and Other Publications
- 2022
- [i4]Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren:
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. CoRR abs/2201.02831 (2022) - 2021
- [i3]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation. CoRR abs/2110.15823 (2021) - 2020
- [i2]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework. CoRR abs/2011.04463 (2020) - 2019
- [i1]Maria G. Baldeon Calisto, Susana K. Lai-Yuen:
Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation. CoRR abs/1907.11587 (2019)
Coauthor Index
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