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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: vahdati s. 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: vahdati s. 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.
Machine Learning and Deep Learning in Cardiothoracic Imaging: A Scoping Review.
Khosravi B, Rouzrokh P, Faghani S, Moassefi M, Vahdati S, Mahmoudi E, Chalian H, Erickson BJ. Khosravi B, et al. Among authors: vahdati s. Diagnostics (Basel). 2022 Oct 17;12(10):2512. doi: 10.3390/diagnostics12102512. Diagnostics (Basel). 2022. PMID: 36292201 Free PMC article. Review.
Reproducibility of Deep Learning Algorithms Developed for Medical Imaging Analysis: A Systematic Review.
Moassefi M, Rouzrokh P, Conte GM, Vahdati S, Fu T, Tahmasebi A, Younis M, Farahani K, Gentili A, Kline T, Kitamura FC, Huo Y, Kuanar S, Younis K, Erickson BJ, Faghani S. Moassefi M, et al. Among authors: vahdati s. J Digit Imaging. 2023 Oct;36(5):2306-2312. doi: 10.1007/s10278-023-00870-5. Epub 2023 Jul 5. J Digit Imaging. 2023. PMID: 37407841 Free PMC article. Review.
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: vahdati s. 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.
A Guideline for Open-Source Tools to Make Medical Imaging Data Ready for Artificial Intelligence Applications: A Society of Imaging Informatics in Medicine (SIIM) Survey.
Vahdati S, Khosravi B, Mahmoudi E, Zhang K, Rouzrokh P, Faghani S, Moassefi M, Tahmasebi A, Andriole KP, Chang P, Farahani K, Flores MG, Folio L, Houshmand S, Giger ML, Gichoya JW, Erickson BJ. Vahdati S, et al. J Imaging Inform Med. 2024 Oct;37(5):2015-2024. doi: 10.1007/s10278-024-01083-0. Epub 2024 Apr 1. J Imaging Inform Med. 2024. PMID: 38558368 Free PMC article.
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