Self-adaptive 2D-3D ensemble of fully convolutional networks for medical image segmentation. - Maria G. Baldeon Calisto; Susana K. Lai-Yuen (Image Processing, 2020)

Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework. - Maria G. Baldeon Calisto; Susana K. Lai-Yuen (CoRR, 2020)

AdaResU-Net: Multiobjective adaptive convolutional neural network for medical image segmentation. - Maria G. Baldeon Calisto; Susana K. Lai-Yuen (Neurocomputing, 2020)

AdaEn-Net: An ensemble of adaptive 2D-3D Fully Convolutional Networks for medical image segmentation. - Maria G. Baldeon Calisto; Susana K. Lai-Yuen (Neural Networks, 2020)

Efficient Neural Architecture Search with Multiobjective Evolutionary Optimization. - Maria G. Baldeon Calisto (2020)

EMONAS: efficient multiobjective neural architecture search framework for 3D medical image segmentation. - Maria G. Baldeon Calisto; Susana K. Lai-Yuen (Image Processing, 2021)

EMONAS-Net: Efficient multiobjective neural architecture search using surrogate-assisted evolutionary algorithm for 3D medical image segmentation. - Maria G. Baldeon Calisto; Susana K. Lai-Yuen (Artif. Intell. Medicine, 2021)

Teacher-Student Semi-supervised Approach for Medical Image Segmentation. - Maria G. Baldeon Calisto (FLARE@MICCAI, 2022)

C-MADA: unsupervised cross-modality adversarial domain adaptation framework for medical image segmentation. - Maria G. Baldeon Calisto; Susana K. Lai-Yuen (Image Processing, 2022)

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. - Reuben Dorent; Aaron Kujawa; Marina Ivory; Spyridon Bakas; Nicola Rieke; Samuel Joutard; Ben Glocker; Jorge Cardoso 002; Marc Modat; Kayhan Batmanghelich; Arseniy Belkov; Maria G. Baldeon Calisto; et al. (CoRR, 2022)

Convolutional Networks Versus Transformers: A Comparison in Prostate Segmentation. - Fernando Vásconez; Maria G. Baldeon Calisto; Daniel Riofrío; Zhouping Wei; Yoga Balagurunathan (ICAART (3), 2023)

An extensive pixel-level augmentation framework for unsupervised cross-modality domain adaptation. - Maria G. Baldeon Calisto; Susana K. Lai-Yuen (Image Processing, 2023)

A Feature Selection Approach Towards the Standardization of Network Security Datasets. - Ricardo Flores Moyano; Alejandro Duque; Daniel Riofrío; Diego S. Benítez; Noel Pérez; Maria G. Baldeon Calisto; David Fernández 002 (NetSoft, 2023)

Standard Latent Space Dimension for Network Intrusion Detection Systems Datasets. - Ricardo Flores Moyano; Alejandro Duque; Daniel Riofrío; Noel Pérez; Diego S. Benítez; Maria G. Baldeon Calisto; David Fernández 002 (IEEE Access, 2023)

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. - 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; et al. (Medical Image Anal., 2023)

A Comparative Analysis of Vision Transformers and Convolutional Neural Networks in Cardiac Image Segmentation. - Sebástion Granizo; Maria G. Baldeon Calisto; Milena Iñiguez; Danny Navarrete; Daniel Riofrío; Noel Pérez-Pérez; Diego S. Benítez; Ricardo Flores Moyano (ISDFS, 2024)

Generative Artificial Intelligence in Latin American Higher Education: A Systematic Literature Review. - Alejandra de la Torre; Maria G. Baldeon Calisto (ISDFS, 2024)

A Comparison Between Transformers and Foundation Models in Sentiment Analysis of Student Evaluation of Teaching. - Ines Vega; José Valencia; Ángel Arcos; Danny Navarrete; Maria G. Baldeon Calisto (ISDFS, 2024)

DistilIQA: Distilling Vision Transformers for no-reference perceptual CT image quality assessment. - Maria G. Baldeon Calisto; Francisco Rivera-Velastegui; Susana K. Lai-Yuen; Daniel Riofrío; Noel Pérez-Pérez; Diego S. Benítez; Ricardo Flores Moyano (Comput. Biol. Medicine, 2024)

Foundation Models for Medical Image Segmentation: A Literature Review. - Said Berrezueta; Maria G. Baldeon Calisto; Danny Navarrete; Noel Pérez-Pérez; Ricardo Flores Moyano; Daniel Riofrío; Diego S. Benítez (ISDFS, 2025)

Unlocking Student Success: Applying Machine Learning for Predicting Student Dropout in Higher Education. - Margorie Pérez; Danny Navarrete; Maria G. Baldeon Calisto; Yuvinne Guerrero; André Sarmiento (ISDFS, 2025)

crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023. - Navodini Wijethilake; Reuben Dorent; Marina Ivory; Aaron Kujawa; Stefan Cornelissen; Patrick Langenhuizen; Mohamed Okasha; Anna Oviedova; Hexin Dong; Bogyeong Kang; Guillaume Sallé; Luyi Han; et al. (CoRR, 2025)