Titlebook: Machine Learning in Medical Imaging; 12th International W Chunfeng Lian,Xiaohuan Cao,Pingkun Yan Conference proceedings 2021 Springer Natur

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Conference proceedings 2021ICCAI 2021, in Strasbourg, France, in September 2021.*.The 71 papers presented in this volume were carefully reviewed and selected from 92 submissions. They focus on major trends and challenges in the above-mentioned area, aiming to identify new-cutting-edge techniques and their uses in medical imag

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Knee Cartilages Segmentation Based on Multi-scale Cascaded Neural Networks, In this work, we propose a novel cascaded network structure with an effective inception-like multi-scale module for knee joint magnetic resonance images segmentation. Compared with the baseline, a maximum of 1.6% dice score mean promotion is obtained. The code is publicly available at

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0302-9743 , multi-modality fusion, image reconstruction, image retrieval, cellular image analysis, molecular imaging, digital pathology, etc. .*The workshop was held virtually..978-3-030-87588-6978-3-030-87589-3Series ISSN 0302-9743 Series E-ISSN 1611-3349