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2020 – today
- 2024
[j2]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)- 2021
- [i1]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 abs/2101.11935 (2021) - 2020
- [c6]Alberto Traverso, Ali Hosni-Abdalaty, Mohammad Hasan, Tony Tadic, Tirth Patel, Meredith Giuliani, John Kim, Jolie Ringash, John Cho, Scott V. Bratman, Andrew Bayley, John Waldron, Brian O'Sullivan, Jonathan C. Irish, Douglas Chepeha, John De Almeida, David Goldstein, David A. Jaffray, Leonard Wee, Andre Dekker, Andrew Hope:
Non-invasive prediction of lymph node risk in oral cavity cancer patients using a combination of supervised and unsupervised machine learning algorithms. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113172C
2010 – 2019
- 2014
- [c5]Guy Amit, Thomas G. Purdie, Alex Levinshtein, Andrew Hope, Patricia Lindsay, David A. Jaffray, Vladimir Pekar:
Automatic learning-based selection of beam angles in radiation therapy of lung cancer. ISBI 2014: 230-233 - 2011
- [j1]Ricardo José Ferrari, Stéphane Allaire, Andrew Hope, John J. Kim, David A. Jaffray, Vladimir Pekar:
Detection of point landmarks in 3D medical images via phase congruency model. J. Braz. Comput. Soc. 17(2): 117-132 (2011)
2000 – 2009
- 2009
- [c4]Andre Dekker, Cary Dehing-Oberije, Dirk De Ruysscher, Philippe Lambin, Kartik Komati, Glenn Fung, Shipeng Yu, Andrew Hope, Wilfried De Neve, Yolande Lievens:
Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data. ICMLA 2009: 494-497 - 2008
- [c3]Manfred Georg, Richard Souvenir, Andrew Hope, Robert Pless:
Simultaneous data volume reconstruction and pose estimation from slice samples. CVPR 2008 - [c2]Manfred Georg, Richard Souvenir, Andrew Hope, Robert Pless:
Manifold learning for 4D CT reconstruction of the lung. CVPR Workshops 2008: 1-8 - 2004
- [c1]Daniel A. Low, Sasa Mutic, Perry Grigsby, Milos Vicic, Joseph Deasy, Andrew Hope:
microRT: A Conformal Small Animal Irradiator. ISBI 2004: 1365-1368
Coauthor Index
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