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Deep Learning Improves the Temporal Reproducibility of Aortic Measurement.
Bratt A, Blezek DJ, Ryan WJ, Philbrick KA, Rajiah P, Tandon YK, Walkoff LA, Cai JC, Sheedy EN, Korfiatis P, Williamson EE, Erickson BJ, Collins JD. Bratt A, et al. Among authors: philbrick ka. J Digit Imaging. 2021 Oct;34(5):1183-1189. doi: 10.1007/s10278-021-00465-y. Epub 2021 May 28. J Digit Imaging. 2021. PMID: 34047906 Free PMC article.
Toolkits and Libraries for Deep Learning.
Erickson BJ, Korfiatis P, Akkus Z, Kline T, Philbrick K. Erickson BJ, et al. J Digit Imaging. 2017 Aug;30(4):400-405. doi: 10.1007/s10278-017-9965-6. J Digit Imaging. 2017. PMID: 28315069 Free PMC article. Review.
Deep Learning in Radiology: Does One Size Fit All?
Erickson BJ, Korfiatis P, Kline TL, Akkus Z, Philbrick K, Weston AD. Erickson BJ, et al. J Am Coll Radiol. 2018 Mar;15(3 Pt B):521-526. doi: 10.1016/j.jacr.2017.12.027. Epub 2018 Jan 31. J Am Coll Radiol. 2018. PMID: 29396120 Free PMC article.
Complete abdomen and pelvis segmentation using U-net variant architecture.
Weston AD, Korfiatis P, Philbrick KA, Conte GM, Kostandy P, Sakinis T, Zeinoddini A, Boonrod A, Moynagh M, Takahashi N, Erickson BJ. Weston AD, et al. Among authors: philbrick ka. Med Phys. 2020 Nov;47(11):5609-5618. doi: 10.1002/mp.14422. Epub 2020 Oct 7. Med Phys. 2020. PMID: 32740931
A Deep Learning Tool for Automated Radiographic Measurement of Acetabular Component Inclination and Version After Total Hip Arthroplasty.
Rouzrokh P, Wyles CC, Philbrick KA, Ramazanian T, Weston AD, Cai JC, Taunton MJ, Lewallen DG, Berry DJ, Erickson BJ, Maradit Kremers H. Rouzrokh P, et al. Among authors: philbrick ka. J Arthroplasty. 2021 Jul;36(7):2510-2517.e6. doi: 10.1016/j.arth.2021.02.026. Epub 2021 Feb 16. J Arthroplasty. 2021. PMID: 33678445 Free PMC article.
Generative Adversarial Networks to Synthesize Missing T1 and FLAIR MRI Sequences for Use in a Multisequence Brain Tumor Segmentation Model.
Conte GM, Weston AD, Vogelsang DC, Philbrick KA, Cai JC, Barbera M, Sanvito F, Lachance DH, Jenkins RB, Tobin WO, Eckel-Passow JE, Erickson BJ. Conte GM, et al. Among authors: philbrick ka. Radiology. 2021 May;299(2):313-323. doi: 10.1148/radiol.2021203786. Epub 2021 Mar 9. Radiology. 2021. PMID: 33687284 Free PMC article.
44 results