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Markin-Wang / XProNet

[ECCV2022] The official implementation of Cross-modal Prototype Driven Network for Radiology Report Generation
Apache License 2.0
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About CheXpert labeler #10

Closed douseful closed 1 year ago

douseful commented 1 year ago

The author of R2GenCMN mentioned that CE metrics are only applicable to MIMIC-CXR because the labeling schema of CheXpert is specifically designed for MIMIC-CXR, which is different from that of IU X-RAY. So Will using CheXpert to label IU X-RAY directly introduce noise in practical applications?

Markin-Wang commented 1 year ago

Hi, I think the CheXpert is designed to label the chest-xray report rather than one specific dataset. From the CheXpert paper, the authors generated the the label and tested the performance on the CheXpert dataset. I guess the reason why the author of R2Gen claim that is becasuse the MIMIC-CXR dataset provider prvioded the CheXpert labels and gave analysis in thier paper.

douseful commented 1 year ago

solved