Kadoury S - Search Results

1

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.

2

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.

3

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.

4

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

5

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.

6

A feature invariant generative adversarial network for head and neck MRI/CT image synthesis.

Touati R, Le WT, Kadoury S. Touati R, et al. Among authors: kadoury s. Phys Med Biol. 2021 Apr 23;66(9). doi: 10.1088/1361-6560/abf1bb. Phys Med Biol. 2021. PMID: 33761478

7

Deep Learning: An Update for Radiologists.

Cheng PM, Montagnon E, Yamashita R, Pan I, Cadrin-Chênevert A, Perdigón Romero F, Chartrand G, Kadoury S, Tang A. Cheng PM, et al. Among authors: kadoury s. Radiographics. 2021 Sep-Oct;41(5):1427-1445. doi: 10.1148/rg.2021200210. Radiographics. 2021. PMID: 34469211

8

Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy.

Mezheritsky T, Romaguera LV, Le W, Kadoury S. Mezheritsky T, et al. Among authors: kadoury s. Med Image Anal. 2022 Jan;75:102260. doi: 10.1016/j.media.2021.102260. Epub 2021 Oct 9. Med Image Anal. 2022. PMID: 34670149

9

Performance of an integrated multimodality image guidance and dose-planning system supporting tumor-targeted HDR brachytherapy for prostate cancer.

Grajales D, Kadoury S, Shams R, Barkati M, Delouya G, Béliveau-Nadeau D, Nicolas B, Le WT, Benhacene-Boudam MK, Juneau D, DaSilva JN, Carrier JF, Hautvast G, Ménard C. Grajales D, et al. Among authors: kadoury s. Radiother Oncol. 2022 Jan;166:154-161. doi: 10.1016/j.radonc.2021.11.026. Epub 2021 Nov 30. Radiother Oncol. 2022. PMID: 34861267

10

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.

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