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  1. Article

    Open Access

    Deep learning-based histopathological segmentation for whole slide images of colorectal cancer in a compressed domain

    Automatic pattern recognition using deep learning techniques has become increasingly important. Unfortunately, due to limited system memory, general preprocessing methods for high-resolution images in the spat...

    Hyeongsub Kim, Hongjoon Yoon, Nishant Thakur, Gyoyeon Hwang in Scientific Reports (2021)

  2. Article

    Open Access

    Diagnosis prediction of tumours of unknown origin using ImmunoGenius, a machine learning-based expert system for immunohistochemistry profile interpretation

    Immunohistochemistry (IHC) remains the gold standard for the diagnosis of pathological diseases. This technique has been supporting pathologists in making precise decisions regarding differential diagnosis and...

    Yosep Chong, Nishant Thakur, Ji Young Lee, Gyoyeon Hwang in Diagnostic Pathology (2021)