Susana K. Lai-Yuen

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 19

Top Topics

Quality Assessment

Medical Image Segmentation

Imbalanced Datasets

Top Venues

Medical Imaging: Image Processing

IEEE J. Biomed. Health Informatics

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)
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)
Nicolas Bustos, Mehrsa Mashhadi, Susana K. Lai-Yuen, Sudeep Sarkar, Tapas K. Das
A systematic literature review on object detection using near infrared and thermal images. Neurocomputing 560 (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, 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)
Sinan Onal, Susana K. Lai-Yuen, Paul Bao, Alfredo Weitzenfeld, Stuart Hart
Automated Localization of Multiple Pelvic Bone Structures on MRI. IEEE J. Biomed. Health Informatics 20 (1) (2016)
Iman Nekooeimehr, Susana K. Lai-Yuen
Adaptive semi-unsupervised weighted oversampling (A-SUWO) for imbalanced datasets. Expert Syst. Appl. 46 (2016)
Iman Nekooeimehr, Susana K. Lai-Yuen
Cluster-based Weighted Oversampling for Ordinal Regression (CWOS-Ord). Neurocomputing 218 (2016)
Iman Nekooeimehr, Susana K. Lai-Yuen, Paul Bao, Alfredo Weitzenfeld, Stuart Hart
Automated tracking, segmentation and trajectory classification of pelvic organs on dynamic MRI. EMBC (2016)
Sinan Onal, Xin Chen, Susana K. Lai-Yuen, Stuart Hart
Segmentation of sacral curve on dynamic MRI for diagnosis of pelvic organ prolapse. BHI (2016)
Sinan Onal, Susana K. Lai-Yuen, Paul Bao, Alfredo Weitzenfeld, Stuart Hart
MRI-Based Segmentation of Pubic Bone for Evaluation of Pelvic Organ Prolapse. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Sinan Onal, Susana K. Lai-Yuen, Paul Bao, Alfredo Weitzenfeld, Stuart Hart
Fully automated localization of multiple pelvic bone structures on MRI. EMBC (2014)
Sinan Onal, Susana K. Lai-Yuen, Stuart Hart, Paul Bao, Alfredo Weitzenfeld
MRI-based semi-automatic pelvimetry measurement for pelvic organ prolapse diagnosis. ISSPA (2012)
Susana K. Lai-Yuen, Yuan-Shin Lee
Energy-Field Optimization and Haptic-Based Molecular Docking and Assembly Search System for Computer-Aided Molecular Design (CAMD). HAPTICS (2006)
Susana K. Lai-Yuen, Yuan-Shin Lee
Computer-aided molecular design (CAMD) with force-torque feedback. CAD/Graphics (2005)