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Mitigating Bias in Radiology Machine Learning: 3. Performance Metrics.
Faghani S, Khosravi B, Zhang K, Moassefi M, Jagtap JM, Nugen F, Vahdati S, Kuanar SP, Rassoulinejad-Mousavi SM, Singh Y, Vera Garcia DV, Rouzrokh P, Erickson BJ. Faghani S, et al. Among authors: erickson bj. Radiol Artif Intell. 2022 Aug 24;4(5):e220061. doi: 10.1148/ryai.220061. eCollection 2022 Sep. Radiol Artif Intell. 2022. PMID: 36204539 Free PMC article.
Machine Learning for Medical Imaging.
Erickson BJ, Korfiatis P, Akkus Z, Kline TL. Erickson BJ, et al. Radiographics. 2017 Mar-Apr;37(2):505-515. doi: 10.1148/rg.2017160130. Epub 2017 Feb 17. Radiographics. 2017. PMID: 28212054 Free PMC article. Review.
The RSNA Pediatric Bone Age Machine Learning Challenge.
Halabi SS, Prevedello LM, Kalpathy-Cramer J, Mamonov AB, Bilbily A, Cicero M, Pan I, Pereira LA, Sousa RT, Abdala N, Kitamura FC, Thodberg HH, Chen L, Shih G, Andriole K, Kohli MD, Erickson BJ, Flanders AE. Halabi SS, et al. Among authors: erickson bj. Radiology. 2019 Feb;290(2):498-503. doi: 10.1148/radiol.2018180736. Epub 2018 Nov 27. Radiology. 2019. PMID: 30480490 Free PMC article.
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.
Fully Automated Segmentation of Head CT Neuroanatomy Using Deep Learning.
Cai JC, Akkus Z, Philbrick KA, Boonrod A, Hoodeshenas S, Weston AD, Rouzrokh P, Conte GM, Zeinoddini A, Vogelsang DC, Huang Q, Erickson BJ. Cai JC, et al. Among authors: erickson bj. Radiol Artif Intell. 2020 Sep 30;2(5):e190183. doi: 10.1148/ryai.2020190183. eCollection 2020 Sep. Radiol Artif Intell. 2020. PMID: 33937839 Free PMC article.
445 results