Chris McIntosh

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 9

Top Topics

Machine Learning

Regression Forests

Computed Tomography

Top Venues

IEEE Trans. Medical Imaging

ISIC/Care-AI/MedAGI/DeCaF@MICCAI

npj Digit. Medicine

Publications

Cathy Ong Ly, Balagopal Unnikrishnan, Tony Tadic, Tirth Patel, Joe Duhamel, Sonja Kandel, Yasbanoo Moayedi, Michael Brudno, Andrew Hope, Heather Ross, Chris McIntosh
Shortcut learning in medical AI hinders generalization: method for estimating AI model generalization without external data. npj Digit. Medicine 7 (1) (2024)
Yuan Gao, Sangwook Kim, David E. Austin, Chris McIntosh
MEDBind: Unifying Language and Multimodal Medical Data Embeddings. CoRR (2024)
Sangwook Kim, Thomas G. Purdie, Chris McIntosh
Cross-Task Attention Network: Improving Multi-task Learning for Medical Imaging Applications. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Sangwook Kim, Thomas G. Purdie, Chris McIntosh
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications. CoRR (2023)
Jay J. Yoo, Khashayar Namdar, Chris McIntosh, Farzad Khalvati, Patrik Rogalla
A Comprehensive Study of Radiomics-based Machine Learning for Fibrosis Detection. CoRR (2022)
Aly Khalifa, Jeff Winter, Inmaculada Navarro, Chris McIntosh, Thomas G. Purdie
Domain Adaptation of Automated Treatment Planning from Computed Tomography to Magnetic Resonance. CoRR (2022)
Michal Kazmierski, Mattea Welch, Sejin Kim, Chris McIntosh, Katrina Rey-McIntyre, Shao-Hui Huang, Tirth Patel, Tony Tadic, Michael F. Milosevic, Fei-Fei Liu, Andrew Hope, Scott V. Bratman, Benjamin Haibe-Kains
A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data. CoRR (2021)
Osvald Nitski, Sayan Nag, Chris McIntosh, Bo Wang
CDF-Net: Cross-Domain Fusion Network for Accelerated MRI Reconstruction. MICCAI (2) (2020)
Chris McIntosh, Thomas G. Purdie
Contextual Atlas Regression Forests: Multiple-Atlas-Based Automated Dose Prediction in Radiation Therapy. IEEE Trans. Medical Imaging 35 (4) (2016)
Chris McIntosh, Igor Svistoun, Thomas G. Purdie
Groupwise Conditional Random Forests for Automatic Shape Classification and Contour Quality Assessment in Radiotherapy Planning. IEEE Trans. Medical Imaging 32 (6) (2013)
Jeremy Kawahara, Chris McIntosh, Roger C. Tam, Ghassan Hamarneh
Augmenting Auto-context with Global Geometric Features for Spinal Cord Segmentation. MLMI (2013)
Jeremy Kawahara, Chris McIntosh, Roger C. Tam, Ghassan Hamarneh
Globally optimal spinal cord segmentation using a minimal path in high dimensions. ISBI (2013)
Chris McIntosh, Ghassan Hamarneh
Medial-Based Deformable Models in Nonconvex Shape-Spaces for Medical Image Segmentation. IEEE Trans. Medical Imaging 31 (1) (2012)
Ghassan Hamarneh, Chris McIntosh, Mark S. Drew
Perception-Based Visualization of Manifold-Valued Medical Images Using Distance-Preserving Dimensionality Reduction. IEEE Trans. Medical Imaging 30 (7) (2011)
Chris McIntosh, Ghassan Hamarneh, Matthew Toom, Roger C. Tam
Spinal Cord Segmentation for Volume Estimation in Healthy and Multiple Sclerosis Subjects Using Crawlers and Minimal Paths. HISB (2011)
Shawn Andrews, Chris McIntosh, Ghassan Hamarneh
Convex multi-region probabilistic segmentation with shape prior in the isometric log-ratio transformation space. ICCV (2011)
Chris McIntosh, Ghassan Hamarneh
Optimal Weights for Convex Functionals in Medical Image Segmentation. ISVC (1) (2009)
Chris McIntosh, Ghassan Hamarneh
Is a Single Energy Functional Sufficient? Adaptive Energy Functionals and Automatic Initialization. MICCAI (2) (2007)
Chris McIntosh, Ghassan Hamarneh
Vessel Crawlers: 3D Physically-based Deformable Organisms for Vasculature Segmentation and Analysis. CVPR (1) (2006)
Chris McIntosh, Ghassan Hamarneh
Spinal Crawlers: Deformable Organisms for Spinal Cord Segmentation and Analysis. MICCAI (1) (2006)
Ghassan Hamarneh, Johnson Yang, Chris McIntosh, Morgan Langille
3D live-wire-based semi-automatic segmentation of medical images. Medical Imaging: Image Processing (2005)
Ghassan Hamarneh, Chris McIntosh
Physics-based deformable organisms for medical image analysis. Medical Imaging: Image Processing (2005)