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References from Interpretability of AI race detection model in medical imaging with saliency methods. Local targets link to admitted publications; unresolved targets remain external evidence.
Machine learning algorithms are comparable to conventional regression models in predicting distant metastasis of follicular thyroid carcinoma
10.1111/cen.14693 · 2023 · External reference
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2023 · External reference
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2023 · External reference
Skin disease detection using deep learning
10.1016/j.advengsoft.2022.103361 · 2023 · External reference
Evaluating knowledge transfer in the neural network for medical images
10.1109/access.2023.3283216 · 2023 · External reference
10.1016/s2589-7500(21)00208-9
10.1016/s2589-7500(21)00208-9 · External reference
Problems in the deployment of machine-learned models in health care
10.1503/cmaj.202066 · 2021 · External reference
10.1038/s41591-021-01595-0
10.1038/s41591-021-01595-0 · External reference
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2021 · External reference
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2023 · External reference
Ai pitfalls and what not to do: mitigating bias in ai
2023 · External reference
The subgroup imperative: chest radiograph classifier generalization gaps in patient, setting, and pathology subgroups
10.1148/ryai.220270 · 2023 · External reference
Addressing fairness in artificial intelligence for medical imaging
2022 · External reference
10.1016/j.cviu.2022.103552
10.1016/j.cviu.2022.103552 · External reference
Ai recognition of patient race in medical imaging: a modelling study
2022 · External reference
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Deep learning-based unlearning of dataset bias for mri harmonisation and confound removal
10.1016/j.neuroimage.2020.117689 · 2021 · External reference
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2021 · External reference
10.1145/2939672.2939778
10.1145/2939672.2939778 · 2016 · External reference
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2014 · External reference
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2015 · External reference
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2020 · External reference
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2018 · External reference
10.1167/tvst.10.2.13
10.1167/tvst.10.2.13 · External reference
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
10.1073/pnas.1919012117 · 2020 · External reference
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2018 · External reference
Medical ethics: four principles plus attention to scope
10.1136/bmj.309.6948.184 · 1994 · External reference
10.1109/iccv.2017.74
10.1109/iccv.2017.74 · External reference
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2017 · External reference
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2014 · External reference
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2017 · External reference
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2019 · External reference
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2023 · External reference
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2022 · External reference
Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports
2019 · External reference
Advanced normalization tools (ants)
2009 · External reference
