Maria G. Baldeon Calisto

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Quality Assessment

Medical Image Segmentation

Domain Adaptation

Convolutional Neural Networks

Top Venues

Medical Imaging: Image Processing

Artif. Intell. Medicine

Publications

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 (2024)
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)
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)
Alejandra de la Torre, Maria G. Baldeon Calisto
Generative Artificial Intelligence in Latin American Higher Education: A Systematic Literature Review. ISDFS (2024)
Fernando Vásconez, Maria G. Baldeon Calisto, Daniel Riofrío, Zhouping Wei, Yoga Balagurunathan
Convolutional Networks Versus Transformers: A Comparison in Prostate Segmentation. ICAART (3) (2023)
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 schwannoma and cochlea segmentation. Medical Image Anal. 83 (2023)
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 (2023)
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)
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)
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)
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 (2022)
Maria G. Baldeon Calisto
Teacher-Student Semi-supervised Approach for Medical Image Segmentation. FLARE@MICCAI (2022)
Maria G. Baldeon Calisto, Susana K. Lai-Yuen
C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation. CoRR (2021)
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 (2021)
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)
Maria G. Baldeon Calisto, Susana K. Lai-Yuen
AdaResU-Net: Multiobjective adaptive convolutional neural network for medical image segmentation. Neurocomputing 392 (2020)
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)
Maria G. Baldeon Calisto, Susana K. Lai-Yuen
Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework. CoRR (2020)
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 (2020)
Maria G. Baldeon Calisto, Susana K. Lai-Yuen
Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation. CoRR (2019)