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    Chapter and Conference Paper

    Alleviating Data Imbalance Issue with Perturbed Input During Inference

    Intelligent diagnosis is often biased toward common diseases due to data imbalance between common and rare diseases. Such bias may still exist even after applying re-balancing strategies during model training....

    Kanghao Chen, Yifan Mao, Huijuan Lu… in Medical Image Computing and Computer Assis… (2021)

  2. No Access

    Chapter and Conference Paper

    Abnormality Detection in Chest X-Ray Images Using Uncertainty Prediction Autoencoders

    Chest radiography is widely used in annual medical screening to check whether lungs are healthy or not. Therefore it would be desirable to develop an intelligent system to help clinicians automatically detect ...

    Yifan Mao, Fei-Fei Xue, Ruixuan Wang… in Medical Image Computing and Computer Assis… (2020)