Kadoury S - Search Results

1

Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks.

Le WT, Vorontsov E, Romero FP, Seddik L, Elsharief MM, Nguyen-Tan PF, Roberge D, Bahig H, Kadoury S. Le WT, et al. Among authors: kadoury s. Sci Rep. 2022 Feb 24;12(1):3183. doi: 10.1038/s41598-022-07034-5. Sci Rep. 2022. PMID: 35210482 Free PMC article.

2

Metastatic liver tumour segmentation from discriminant Grassmannian manifolds.

Kadoury S, Vorontsov E, Tang A. Kadoury S, et al. Phys Med Biol. 2015 Aug 21;60(16):6459-78. doi: 10.1088/0031-9155/60/16/6459. Epub 2015 Aug 6. Phys Med Biol. 2015. PMID: 26247117

3

Metastatic liver tumour segmentation with a neural network-guided 3D deformable model.

Vorontsov E, Tang A, Roy D, Pal CJ, Kadoury S. Vorontsov E, et al. Among authors: kadoury s. Med Biol Eng Comput. 2017 Jan;55(1):127-139. doi: 10.1007/s11517-016-1495-8. Epub 2016 Apr 22. Med Biol Eng Comput. 2017. PMID: 27106756

4

Deep Learning: A Primer for Radiologists.

Chartrand G, Cheng PM, Vorontsov E, Drozdzal M, Turcotte S, Pal CJ, Kadoury S, Tang A. Chartrand G, et al. Among authors: kadoury s. Radiographics. 2017 Nov-Dec;37(7):2113-2131. doi: 10.1148/rg.2017170077. Radiographics. 2017. PMID: 29131760 Review.

5

Learning normalized inputs for iterative estimation in medical image segmentation.

Drozdzal M, Chartrand G, Vorontsov E, Shakeri M, Di Jorio L, Tang A, Romero A, Bengio Y, Pal C, Kadoury S. Drozdzal M, et al. Among authors: kadoury s. Med Image Anal. 2018 Feb;44:1-13. doi: 10.1016/j.media.2017.11.005. Epub 2017 Nov 14. Med Image Anal. 2018. PMID: 29169029

6

Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach.

Maaref A, Romero FP, Montagnon E, Cerny M, Nguyen B, Vandenbroucke F, Soucy G, Turcotte S, Tang A, Kadoury S. Maaref A, et al. Among authors: kadoury s. J Digit Imaging. 2020 Aug;33(4):937-945. doi: 10.1007/s10278-020-00332-2. J Digit Imaging. 2020. PMID: 32193665 Free PMC article.

7

Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks.

Romaguera LV, Plantefève R, Romero FP, Hébert F, Carrier JF, Kadoury S. Romaguera LV, et al. Among authors: kadoury s. Med Image Anal. 2020 Aug;64:101754. doi: 10.1016/j.media.2020.101754. Epub 2020 Jun 13. Med Image Anal. 2020. PMID: 32580056

8

Prediction of inter-fractional radiotherapy dose plans with domain translation in spatiotemporal embeddings.

Svecic A, Roberge D, Kadoury S. Svecic A, et al. Among authors: kadoury s. Med Image Anal. 2020 Aug;64:101728. doi: 10.1016/j.media.2020.101728. Epub 2020 May 17. Med Image Anal. 2020. PMID: 32622121

9

Overview of Machine Learning: Part 2: Deep Learning for Medical Image Analysis.

Le WT, Maleki F, Romero FP, Forghani R, Kadoury S. Le WT, et al. Among authors: kadoury s. Neuroimaging Clin N Am. 2020 Nov;30(4):417-431. doi: 10.1016/j.nic.2020.06.003. Epub 2020 Sep 18. Neuroimaging Clin N Am. 2020. PMID: 33038993 Review.

10

Machine Learning Applications for Head and Neck Imaging.

Maleki F, Le WT, Sananmuang T, Kadoury S, Forghani R. Maleki F, et al. Among authors: kadoury s. Neuroimaging Clin N Am. 2020 Nov;30(4):517-529. doi: 10.1016/j.nic.2020.08.003. Neuroimaging Clin N Am. 2020. PMID: 33039001 Review.

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