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Determining age and sex-specific distribution of pancreatic whole-gland CT attenuation using artificial intelligence aided image segmentation: Associations with body composition and pancreatic cancer risk.
Janssens LP, Weston AD, Singh D, Spears G, Harmsen WS, Takahashi N, Philbrick KA, Erickson BJ, Abu Dayyeh BK, Chari ST, Chandrasekhara V, Gleeson FC, Levy MJ, Pearson RK, Petersen BT, Vege SS, Majumder S. Janssens LP, et al. Among authors: erickson bj. Pancreatology. 2021 Dec;21(8):1524-1530. doi: 10.1016/j.pan.2021.08.004. Epub 2021 Aug 18. Pancreatology. 2021. PMID: 34507900
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.
RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning.
Philbrick KA, Weston AD, Akkus Z, Kline TL, Korfiatis P, Sakinis T, Kostandy P, Boonrod A, Zeinoddini A, Takahashi N, Erickson BJ. Philbrick KA, et al. Among authors: erickson bj. J Digit Imaging. 2019 Aug;32(4):571-581. doi: 10.1007/s10278-019-00232-0. J Digit Imaging. 2019. PMID: 31089974 Free PMC article. Review.
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: erickson bj. Med Phys. 2020 Nov;47(11):5609-5618. doi: 10.1002/mp.14422. Epub 2020 Oct 7. Med Phys. 2020. PMID: 32740931
Deep Learning Artificial Intelligence Model for Assessment of Hip Dislocation Risk Following Primary Total Hip Arthroplasty From Postoperative Radiographs.
Rouzrokh P, Ramazanian T, Wyles CC, Philbrick KA, Cai JC, Taunton MJ, Maradit Kremers H, Lewallen DG, Erickson BJ. Rouzrokh P, et al. Among authors: erickson bj. J Arthroplasty. 2021 Jun;36(6):2197-2203.e3. doi: 10.1016/j.arth.2021.02.028. Epub 2021 Feb 16. J Arthroplasty. 2021. PMID: 33663890 Free PMC article.
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: erickson bj. 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.
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