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Multiple instance convolutional neural network with modality-based attention and contextual multi-instance learning pooling layer for effective differentiation between borderline and malignant epithelial ovarian tumors

Junming Jian, Wei Xia, Rui Zhang, Xingyu Zhao, Jiayi Zhang, Xiaodong Wu, Yongai Li, Jinwei Qiang, Xin Gao

2021Artificial Intelligence in Medicine34 citationsDOI

Topics & Concepts

Computer scienceConvolutional neural networkArtificial intelligenceModality (human–computer interaction)PoolingDeep learningMachine learningArtificial neural networkFeature (linguistics)PhilosophyLinguisticsImage Retrieval and Classification TechniquesAI in cancer detectionOvarian cancer diagnosis and treatment
Multiple instance convolutional neural network with modality-based attention and contextual multi-instance learning pooling layer for effective differentiation between borderline and malignant epithelial ovarian tumors | Litcius