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Dongshen Ruan

Zhejiang Sci-tech University

Hangzhou

China

SCHOLARLY PAPERS

5

DOWNLOADS

530

TOTAL CITATIONS

2

Scholarly Papers (5)

1.

Data Augmentation Strategies for Semi-Supervised Medical Image Segmentation

Number of pages: 34 Posted: 07 Aug 2024
Zhejiang Sci-tech University, Zhejiang Sci-tech University, affiliation not provided to SSRN, Capital Medical University, Capital Medical University, Macao Polytechnic University, Imperial College London - National Heart and Lung Institute and Zhejiang Sci-tech University
Downloads 273 (278,382)
Citation 2

Abstract:

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Semi-supervised segmentation, Cropping and stitching, Laplace pyramid fusion, Mutual consistency.

2.

Dynamic Mask Stitching-Guided Region Consistency for Semi-Supervised 3d Medical Image Segmentation

Number of pages: 29 Posted: 10 Feb 2025
Zhejiang Sci-tech University, Zhejiang Sci-tech University, affiliation not provided to SSRN, Macao Polytechnic University, Shanghai Jiao Tong University (SJTU), Imperial College London - National Heart and Lung Institute and Zhejiang Sci-tech University
Downloads 80 (803,225)

Abstract:

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Semi-supervised segmentation, Dynamic mask stitching, Voxel region consistency, Medical image segmentation.

3.

Combined Myocardial Motion and Texture Characterisation Methods for the Phenotyping of Scarred Myocardium

Number of pages: 15 Posted: 08 Jan 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhejiang University, Anhui University, Zhejiang Sci-tech University, Zhejiang Sci-tech University, Zhejiang University, School of Medicine, Sir Run Run Shaw Hospital, Department of Radiology and Zhejiang University
Downloads 80 (803,225)

Abstract:

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Scarred myocardium phenotyping, Cine-MRI, Myocardial motion and texture, Mamba network

4.

S3cnet: Self-Supervised Siamese Cooperative Network for Accelerating Magnetic Resonance Imaging Reconstruction

Number of pages: 27 Posted: 17 Jan 2025
affiliation not provided to SSRN, Zhejiang Sci-tech University, affiliation not provided to SSRN, affiliation not provided to SSRN, China Jiliang University, Zhejiang University, University of Queensland and Zhejiang Sci-tech University
Downloads 72 (860,052)

Abstract:

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MR Image Reconstruction, Self-supervision, Siamese Cooperative Network, LSTM

5.

Global Context Modeling for Image Super-Resolution Transformer

Number of pages: 22 Posted: 13 Jun 2025
Zhejiang Sci-tech University, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhejiang University, affiliation not provided to SSRN, Zhejiang Sci-tech University, Anhui University, Zhejiang University and Zhejiang University
Downloads 25 (1,385,945)

Abstract:

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Super-resolution, Mamba, Transformer, global context modeling