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Mengting Liu

Sun Yat-sen University (SYSU)

SCHOLARLY PAPERS

3

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151

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Scholarly Papers (3)

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1.

Diagnosis Alzheimer's Disease Using a Hybrid and Interpretable Deep Learning Framework: Effects of Neuropsychiatric Symptoms

Number of pages: 11 Posted: 13 Jun 2023
Shujuan Liu, Yuanjie Zheng, Hongzhuang Li, Minmin Pan, Zhicong Fang, Mengting Liu, Yuchuan Qiao, Ningning Pan, Weikuan Jia and Xinting Ge
Shandong Normal University, Shandong Normal University, Shandong Normal University, Shandong Normal University, Shandong Normal University, Sun Yat-sen University (SYSU), Fudan University, Shandong Normal University, Shandong Normal University and Shandong Normal University
Downloads 91 (736,406)

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Alzheimer's disease, Neuropsychiatric symptoms, Structural MRI, Deep learning, 3D CNN

2.

Boosting Overlapping Organoid Instance Segmentation Using Pseudo-Label Unmixing and Synthesis-Assisted Learning

Number of pages: 35 Posted: 17 Dec 2025
Gui Huang, Kangyuan Zheng, Xuan Cai, Jiaqi Wang, Jianjia Zhang, Kaida Ning, Wenbo Wei, Yujuan Zhu, Jiong Zhang and Mengting Liu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN, Nantong University, affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 42 (1,157,785)

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Contour-based image synthesis, instance segmentation, Organoids, Pseudo-Label Unmixing, Semi-Supervised Learning

3.

Brain Age Gap as a Neuroimaging Biomarker for Neurodevelopmental Alterations and Cognitive Impairment in Beta-Thalassaemia Major: A Deep Learning-Based Multicentre Study

Number of pages: 30 Posted: 12 Jun 2026
Hanfei Wei, Jiaqi Wang, Xingye Yang, Haifeng Zheng, Xuyao Wu, Yuling Zhao, Dandan Wu, Meiqing Wu, Longxiu Yang, Hongwu Zeng, Mengting Liu and Muliang Jiang
Guangxi Medical University, Sun Yat-sen University (SYSU), Guangxi Medical University, Guangxi Medical University, Guangxi Medical University, Guangxi Medical University, Guangxi Medical University, Guangxi Medical University, Guangxi Medical University, Children Hospital of Shenzhen - Department of Radiology, Sun Yat-sen University (SYSU) and Guangxi Medical University
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beta-thalassaemia major, deep learning, brain age gap, multicentre harmonisation, neurodevelopment, cognitive impairment