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Performance evaluation of deep learning models for image analysis: Considerations for visual assessment and statistical metrics

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Deep learning-based automated image analysis (DL-AIA) has been shown to outperform trained pathologists in tasks related to feature quantification. Related to these capabilities, the use of DL-AIA tools is currently extending from proof-of-principle studies to... ...