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    Chapter and Conference Paper

    Self-supervised Learning Based on a Pre-trained Method for the Subtype Classification of Spinal Tumors

    Spinal tumors contain multiple pathological subtypes, and different subtypes may correspond to different treatments and prognoses. Diagnosis of spinal tumor subtypes from medical images in the early stage is o...

    Menglei Jiao, Hong Liu, Zekang Yang… in Computational Mathematics Modeling in Canc… (2022)

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    Chapter and Conference Paper

    MAL: Multi-modal Attention Learning for Tumor Diagnosis Based on Bipartite Graph and Multiple Branches

    The multi-modal fusion of medical images has been widely used in recent years. Most methods focus on images with a single plane, such as the axial plane with different sequences (T1, T2) or different modalitie...

    Menglei Jiao, Hong Liu, Jianfang Liu… in Medical Image Computing and Computer Assis… (2022)