Tyrrell PN - Search Results

1

Quantifying uncertainty in machine learning classifiers for medical imaging.

Valen J, Balki I, Mendez M, Qu W, Levman J, Bilbily A, Tyrrell PN. Valen J, et al. Among authors: tyrrell pn. Int J Comput Assist Radiol Surg. 2022 Apr;17(4):711-718. doi: 10.1007/s11548-022-02578-3. Epub 2022 Mar 12. Int J Comput Assist Radiol Surg. 2022. PMID: 35278156

2

Cost-effectiveness of magnetic resonance carotid plaque imaging for primary stroke prevention in Canada.

Lechtman E, Balki I, Thomas K, Chen K, Moody AR, Tyrrell PN. Lechtman E, et al. Among authors: tyrrell pn. Br J Radiol. 2018 Jan;91(1081):20170518. doi: 10.1259/bjr.20170518. Epub 2017 Nov 21. Br J Radiol. 2018. PMID: 29076745 Free PMC article.

3

Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review.

Balki I, Amirabadi A, Levman J, Martel AL, Emersic Z, Meden B, Garcia-Pedrero A, Ramirez SC, Kong D, Moody AR, Tyrrell PN. Balki I, et al. Among authors: tyrrell pn. Can Assoc Radiol J. 2019 Nov;70(4):344-353. doi: 10.1016/j.carj.2019.06.002. Epub 2019 Sep 12. Can Assoc Radiol J. 2019. PMID: 31522841 Free article.

4

Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging.

Qu W, Balki I, Mendez M, Valen J, Levman J, Tyrrell PN. Qu W, et al. Among authors: tyrrell pn. Int J Comput Assist Radiol Surg. 2020 Dec;15(12):2041-2048. doi: 10.1007/s11548-020-02260-6. Epub 2020 Sep 23. Int J Comput Assist Radiol Surg. 2020. PMID: 32965624

5

Hold-out validation for the assessment of stability and reliability of multivariable regression demonstrated with magnetic resonance imaging of patients with schizophrenia.

Levman J, Jennings M, Kabaria P, Rouse E, Nangaku M, Berger D, Gondra I, Takahashi E, Tyrrell P. Levman J, et al. Int J Dev Neurosci. 2021 Nov;81(7):655-662. doi: 10.1002/jdn.10144. Epub 2021 Aug 9. Int J Dev Neurosci. 2021. PMID: 34308560

6

Automated identification and quantification of traumatic brain injury from CT scans: Are we there yet?

Hibi A, Jaberipour M, Cusimano MD, Bilbily A, Krishnan RG, Aviv RI, Tyrrell PN. Hibi A, et al. Among authors: tyrrell pn. Medicine (Baltimore). 2022 Nov 25;101(47):e31848. doi: 10.1097/MD.0000000000031848. Medicine (Baltimore). 2022. PMID: 36451512 Free PMC article.

7

Error Consistency for Machine Learning Evaluation and Validation with Application to Biomedical Diagnostics.

Levman J, Ewenson B, Apaloo J, Berger D, Tyrrell PN. Levman J, et al. Among authors: tyrrell pn. Diagnostics (Basel). 2023 Apr 1;13(7):1315. doi: 10.3390/diagnostics13071315. Diagnostics (Basel). 2023. PMID: 37046533 Free PMC article.

8

Can Machine Learning Be Better than Biased Readers?

Hibi A, Zhu R, Tyrrell PN. Hibi A, et al. Among authors: tyrrell pn. Tomography. 2023 Apr 28;9(3):901-908. doi: 10.3390/tomography9030074. Tomography. 2023. PMID: 37218934 Free PMC article.

9

Automated screening of computed tomography using weakly supervised anomaly detection.

Hibi A, Cusimano MD, Bilbily A, Krishnan RG, Tyrrell PN. Hibi A, et al. Among authors: tyrrell pn. Int J Comput Assist Radiol Surg. 2023 Nov;18(11):2001-2012. doi: 10.1007/s11548-023-02965-4. Epub 2023 May 29. Int J Comput Assist Radiol Surg. 2023. PMID: 37247113 Free PMC article.

10

Approaches and Limitations of Machine Learning for Synthetic Ultrasound Generation: A Scoping Review.

Mendez M, Sundararaman S, Probyn L, Tyrrell PN. Mendez M, et al. Among authors: tyrrell pn. J Ultrasound Med. 2023 Dec;42(12):2695-2706. doi: 10.1002/jum.16332. Epub 2023 Sep 29. J Ultrasound Med. 2023. PMID: 37772474 Review.

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