McIntosh C - Search Results

1

User-controlled pipelines for feature integration and head and neck radiation therapy outcome predictions.

Welch ML, McIntosh C, McNiven A, Huang SH, Zhang BB, Wee L, Traverso A, O'Sullivan B, Hoebers F, Dekker A, Jaffray DA. Welch ML, et al. Among authors: mcintosh c. Phys Med. 2020 Feb;70:145-152. doi: 10.1016/j.ejmp.2020.01.027. Epub 2020 Feb 2. Phys Med. 2020. PMID: 32023504

2

Voxel-based dose prediction with multi-patient atlas selection for automated radiotherapy treatment planning.

McIntosh C, Purdie TG. McIntosh C, et al. Phys Med Biol. 2017 Jan 21;62(2):415-431. doi: 10.1088/1361-6560/62/2/415. Epub 2016 Dec 20. Phys Med Biol. 2017. PMID: 27997376

3

Fully automated treatment planning for head and neck radiotherapy using a voxel-based dose prediction and dose mimicking method.

McIntosh C, Welch M, McNiven A, Jaffray DA, Purdie TG. McIntosh C, et al. Phys Med Biol. 2017 Jul 6;62(15):5926-5944. doi: 10.1088/1361-6560/aa71f8. Phys Med Biol. 2017. PMID: 28486217

4

Guided undersampling classification for automated radiation therapy quality assurance of prostate cancer treatment.

Brown WE, Sung K, Aleman DM, Moreno-Centeno E, Purdie TG, McIntosh CJ. Brown WE, et al. Med Phys. 2018 Apr;45(4):1306-1316. doi: 10.1002/mp.12757. Epub 2018 Feb 23. Med Phys. 2018. PMID: 29377156

5

Vulnerabilities of radiomic signature development: The need for safeguards.

Welch ML, McIntosh C, Haibe-Kains B, Milosevic MF, Wee L, Dekker A, Huang SH, Purdie TG, O'Sullivan B, Aerts HJWL, Jaffray DA. Welch ML, et al. Among authors: mcintosh c. Radiother Oncol. 2019 Jan;130:2-9. doi: 10.1016/j.radonc.2018.10.027. Epub 2018 Nov 8. Radiother Oncol. 2019. PMID: 30416044 Free article.

6

Automatic classification of dental artifact status for efficient image veracity checks: effects of image resolution and convolutional neural network depth.

Welch ML, McIntosh C, Purdie TG, Wee L, Traverso A, Dekker A, Haibe-Kains B, Jaffray DA. Welch ML, et al. Among authors: mcintosh c. Phys Med Biol. 2020 Jan 10;65(1):015005. doi: 10.1088/1361-6560/ab5427. Phys Med Biol. 2020. PMID: 31683260

7

External validation and transfer learning of convolutional neural networks for computed tomography dental artifact classification.

Welch ML, McIntosh C, Traverso A, Wee L, Purdie TG, Dekker A, Haibe-Kains B, Jaffray DA. Welch ML, et al. Among authors: mcintosh c. Phys Med Biol. 2020 Feb 5;65(3):035017. doi: 10.1088/1361-6560/ab63ba. Phys Med Biol. 2020. PMID: 31851961

8

Clinical integration of machine learning for curative-intent radiation treatment of patients with prostate cancer.

McIntosh C, Conroy L, Tjong MC, Craig T, Bayley A, Catton C, Gospodarowicz M, Helou J, Isfahanian N, Kong V, Lam T, Raman S, Warde P, Chung P, Berlin A, Purdie TG. McIntosh C, et al. Nat Med. 2021 Jun;27(6):999-1005. doi: 10.1038/s41591-021-01359-w. Epub 2021 Jun 3. Nat Med. 2021. PMID: 34083812

9

Performance stability evaluation of atlas-based machine learning radiation therapy treatment planning in prostate cancer.

Conroy L, Khalifa A, Berlin A, McIntosh C, Purdie TG. Conroy L, et al. Among authors: mcintosh c. Phys Med Biol. 2021 Jun 22;66(13). doi: 10.1088/1361-6560/abfff0. Phys Med Biol. 2021. PMID: 34156354

10

Understanding machine learning classifier decisions in automated radiotherapy quality assurance.

Chen Y, Aleman DM, Purdie TG, McIntosh C. Chen Y, et al. Among authors: mcintosh c. Phys Med Biol. 2022 Jan 17;67(2). doi: 10.1088/1361-6560/ac3e0e. Phys Med Biol. 2022. PMID: 34844219

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