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Dong Ni

Shenzhen University

3688 Nanhai Road, Nanshan District

Shenzhen, 518060

China

SCHOLARLY PAPERS

4

DOWNLOADS

308

TOTAL CITATIONS

0

Scholarly Papers (4)

Enhancing Fetal Ultrasound Image Quality Assessment with Multi-Scale Fusion and Clustering-Based Optimization

Number of pages: 14 Posted: 09 Oct 2024
Shenzhen University, Shenzhen University, Shenzhen University, affiliation not provided to SSRN, Shenzhen University, Macao Polytechnic University, Shenzhen University and Shenzhen University
Downloads 133 (548,793)

Abstract:

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Fetal Ultrasound Image Quality Assessment, Multi-Scale Quality-Aware Fusion, Clustering based Mix-up, Global Correlation Consistency Loss

Enhancing Fetal Ultrasound Image Quality Assessment with Multi-Scale Fusion and Clustering-Based Optimization

Number of pages: 14 Posted: 20 Aug 2024
Shenzhen University, Shenzhen University, Shenzhen University, affiliation not provided to SSRN, Shenzhen University, Macao Polytechnic University, Shenzhen University and Shenzhen University
Downloads 40 (1,210,354)

Abstract:

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Fetal Ultrasound Image Quality Assessment, Multi-Scale Quality-Aware Fusion, Clustering based Mix-up, Global Correlation Consistency Loss Function

2.

The Large Language Model Improves the Diagnostic Performance of Suspicious Breast Lesions by Radiologists Using Grayscale Ultrasound: A Multicenter Cohort Study

Number of pages: 34 Posted: 04 Feb 2025
affiliation not provided to SSRN, Tongji University, affiliation not provided to SSRN, affiliation not provided to SSRN, MedAI Technology (Wuxi) Co., affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shenzhen University, affiliation not provided to SSRN, Zhejiang Hospital, Technische Universität München (TUM), Government of the People's Republic of China - Center of Minimally Invasive Treatment for Tumor and Government of the People's Republic of China - Center of Minimally Invasive Treatment for Tumor
Downloads 76 (830,555)

Abstract:

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Suspicious breast lesions, Breast cancer, Large language models, Diagnosis, Unnecessary biopsy rate

3.

Multicenter Clinical Evaluation of the New Convolution Neural Network Algorithm for Abus Image Detection

Number of pages: 20 Posted: 08 Aug 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shenzhen University and affiliation not provided to SSRN
Downloads 35 (1,249,711)

Abstract:

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Breast cancer, Automatic Breast Ultrasound (ABUS), Convolutional Neural Networks, Density breast

4.

Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation

Number of pages: 16 Posted: 01 Feb 2023
Zefan Yang, Di Lin, Dong Ni and Yi Wang
Shenzhen University, Tianjin University, Shenzhen University and Shenzhen University
Downloads 24 (1,399,036)

Abstract:

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Scribble-supervised learning, Medical image segmentation, consistency training, pseudo-mask, siamese architecture, memory bank