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Interdisciplinary Sciences Computational Life Sciences

Subject Areas: Biochemistry, Genetics and Molecular Biology (miscellaneous)
Publisher: Springer Nature Singapore - Springer Journals
ISSN: 1913-2751
SJR: 23

LitStream

Journal Article

A Novel Deep Learning Model for Medical Image Segmentation with Convolutional Neural Network and Transformer

Zhang, Zhuo; Wu, Hongbing; Zhao, Huan; Shi, Yicheng; Wang, Jifang; Bai, Hua; Sun, Baoshan

2023 Interdisciplinary Sciences Computational Life Sciences

doi:10.1007/s12539-023-00585-9 pmid:37665496

Accurate segmentation of medical images is essential for clinical decision-making, and deep learning techniques have shown remarkable results in this area. However, existing segmentation models that combine transformer and convolutional neural networks often use skip connections in U-shaped...

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