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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. 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: 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: zhang k. 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: 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: zhang k. 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.
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. Among authors: zhang k. J Imaging Inform Med. 2024 Apr 1. doi: 10.1007/s10278-024-01083-0. Online ahead of print. J Imaging Inform Med. 2024. PMID: 38558368
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