What is the gold standard?
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References
Abdalla M, Fine B. Hurdles to artificial intelligence deployment: noise in schemas and “Gold” labels. Radiology: Artificial Intelligence 2023: 5(2):e220056 [DOI LINK]
Faghani S, Khosravi B, Zhang K, et al. Mitigating bias in radiology machine learning: 3. Performance metrics. Radiology: Artificial Intelligence 2022; 4(5):e220061 [DOI LINK]
Rouzrokh P, Khosravi B, Faghani S, et al. Mitigating bias in radiology machine learning: 1. Data handling. Radiology: Artificial Intelligence 2022; 4(5):e210290 [DOI LINK]
Tymchenko B, Marchenko P, Spodarets D. Deep learning approach to diabetic retinopathy detection. arXiv:3003.02261v1 (3 Mar 2020) [WEB LINK]
Zhang K, Khosravi B, Vahdati S, et al. Mitigating bias in radiology machine learning: 2. Model development. Radiology: Artificial Intelligence 2022; 4(5):e220010 [DOI LINK]
Abdalla M, Fine B. Hurdles to artificial intelligence deployment: noise in schemas and “Gold” labels. Radiology: Artificial Intelligence 2023: 5(2):e220056 [DOI LINK]
Faghani S, Khosravi B, Zhang K, et al. Mitigating bias in radiology machine learning: 3. Performance metrics. Radiology: Artificial Intelligence 2022; 4(5):e220061 [DOI LINK]
Rouzrokh P, Khosravi B, Faghani S, et al. Mitigating bias in radiology machine learning: 1. Data handling. Radiology: Artificial Intelligence 2022; 4(5):e210290 [DOI LINK]
Tymchenko B, Marchenko P, Spodarets D. Deep learning approach to diabetic retinopathy detection. arXiv:3003.02261v1 (3 Mar 2020) [WEB LINK]
Zhang K, Khosravi B, Vahdati S, et al. Mitigating bias in radiology machine learning: 2. Model development. Radiology: Artificial Intelligence 2022; 4(5):e220010 [DOI LINK]
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