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Academic Journal

Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness

Subjects: Image segmentation; Biomedical imaging; Robustness

  • Source: ISSN: 2162-237X ; IEEE Transactions on Neural Networks and Learning Systems ; https://hal.science/hal-03770068 ; IEEE Transactions on Neural Networks and Learning Systems, 2022, pp.1-14.

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Academic Journal

Structure boundary-preserving U-Net for prostate ultrasound image segmentation

Subjects: ASM-based key points selection; U-Net architecture; deep learning

  • Source: ISSN: 2234-943X ; Frontiers in Oncology ; https://hal.science/hal-04221378 ; Frontiers in Oncology, 2022, 12, pp.900340. ⟨10.3389/fonc.2022.900340⟩.

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Conference

Combining convolutional side-outputs for road image segmentation

Subjects: CNN; Index Terms-convolutional neural network; region detectionBudapest; Hungary

  • Source: IJCNN 2019 - International Joint Conference on Neural Networks ; https://inria.hal.science/hal-02370834 ; IJCNN 2019 - International Joint Conference on Neural Networks, Jul 2019, Budapest, Hungary.

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Conference

Bounded Rayleigh Mixture Model for Ultrasound Image Segmentation

Subjects: ultrasound image segmentation; Rayleigh mixture model; bounded mixture modelTokyo; Japan

  • Source: 8th International Conference on Graphic and Image Processinghttps://www.hal.inserm.fr/inserm-014269108th International Conference on Graphic and

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Conference

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation

Subjects: [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; [SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/ImagingVienna; Austria

  • Source: Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22} ; https://univ-rennes.hal.science/hal-04393722 ; Thirty-First International Joint Conference on Artificial

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