Chris McIntosh
Orcid: 0000-0003-1371-1250
According to our database1,
Chris McIntosh
authored at least 22 papers
between 2005 and 2024.
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Bibliography
2024
Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data.
npj Digit. Medicine, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
Cross-Task Attention Network: Improving Multi-task Learning for Medical Imaging Applications.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
2022
CoRR, 2022
Domain Adaptation of Automated Treatment Planning from Computed Tomography to Magnetic Resonance.
CoRR, 2022
2021
A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data.
CoRR, 2021
2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2016
Contextual Atlas Regression Forests: Multiple-Atlas-Based Automated Dose Prediction in Radiation Therapy.
IEEE Trans. Medical Imaging, 2016
2013
Groupwise Conditional Random Forests for Automatic Shape Classification and Contour Quality Assessment in Radiotherapy Planning.
IEEE Trans. Medical Imaging, 2013
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Medial-Based Deformable Models in Nonconvex Shape-Spaces for Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2012
2011
Perception-Based Visualization of Manifold-Valued Medical Images Using Distance-Preserving Dimensionality Reduction.
IEEE Trans. Medical Imaging, 2011
Convex multi-region probabilistic segmentation with shape prior in the isometric log-ratio transformation space.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Spinal Cord Segmentation for Volume Estimation in Healthy and Multiple Sclerosis Subjects Using Crawlers and Minimal Paths.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Evolutionary Deformable Models for Medical Image Segmentation: A Genetic Algorithm Approach to Optimizing Learned, Intuitive, and Localized Medial-based Shape Deformation.
Proceedings of the Genetic and Evolutionary Computation: Medical Applications, 2011
2009
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
2007
Is a Single Energy Functional Sufficient? Adaptive Energy Functionals and Automatic Initialization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Vessel Crawlers: 3D Physically-based Deformable Organisms for Vasculature Segmentation and Analysis.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005