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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: singh y. 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.
Mitigating Bias in Radiology Machine Learning: 2. Model Development.
Zhang K, Khosravi B, Vahdati S, Faghani S, Nugen F, Rassoulinejad-Mousavi SM, Moassefi M, Jagtap JMM, Singh Y, Rouzrokh P, Erickson BJ. Zhang K, et al. Among authors: singh y. Radiol Artif Intell. 2022 Aug 24;4(5):e220010. doi: 10.1148/ryai.220010. eCollection 2022 Sep. Radiol Artif Intell. 2022. PMID: 36204532 Free PMC article.
Mitigating Bias in Radiology Machine Learning: 1. Data Handling.
Rouzrokh P, Khosravi B, Faghani S, Moassefi M, Vera Garcia DV, Singh Y, Zhang K, Conte GM, Erickson BJ. Rouzrokh P, et al. Among authors: singh y. Radiol Artif Intell. 2022 Aug 24;4(5):e210290. doi: 10.1148/ryai.210290. eCollection 2022 Sep. Radiol Artif Intell. 2022. PMID: 36204544 Free PMC article.
Algebraic topology-based machine learning using MRI predicts outcomes in primary sclerosing cholangitis.
Singh Y, Jons WA, Eaton JE, Vesterhus M, Karlsen T, Bjoerk I, Abildgaard A, Jorgensen KK, Folseraas T, Little D, Gulamhusein AF, Petrovic K, Negard A, Conte GM, Sobek JD, Jagtap J, Venkatesh SK, Gores GJ, LaRusso NF, Lazaridis KN, Erickson BJ. Singh Y, et al. Eur Radiol Exp. 2022 Nov 18;6(1):58. doi: 10.1186/s41747-022-00312-x. Eur Radiol Exp. 2022. PMID: 36396865 Free PMC article.
Checklist for Reproducibility of Deep Learning in Medical Imaging.
Moassefi M, Singh Y, Conte GM, Khosravi B, Rouzrokh P, Vahdati S, Safdar N, Moy L, Kitamura F, Gentili A, Lakhani P, Kottler N, Halabi SS, Yacoub JH, Hou Y, Younis K, Erickson BJ, Krupinski E, Faghani S. Moassefi M, et al. Among authors: singh y. J Imaging Inform Med. 2024 Aug;37(4):1664-1673. doi: 10.1007/s10278-024-01065-2. Epub 2024 Mar 14. J Imaging Inform Med. 2024. PMID: 38483694 Free PMC article.
1,865 results