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Manhua Liu

shanghai jiao tong university

38H-index
151Paper Count
5.2KCitation Count
Published Papers 50
Publication Date
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KGT: Knowledge-guided graph transformer for neurodegenerative disease diagnosis and brain age prediction with MRI
errMedical Image Analysis
IF11.8
err2026-06-01
err0
PREAI
errJingyu Zhao; Rizhi Ding; Manhua Liu
errShare
errSave
Swin Transformer Based Bidirectional Feature Pyramid Network for Knee Osteoarthritis Severity Grading
errPREDICTIVE INTELLIGENCE IN MEDICINE, PRIME 2025
IF0
err2026-01-01
err0
PREAI
errHuang, Zhijian; Liu, Manhua
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errSave
FPQuant: A deep learning-based scalable framework for fingerprint phenomics quantification in large-scale biometric population studies
errPattern Recognition
IF7.6
err2025-12-01
err0
errOAAI
errZhiyong Han; Yelin Shi; Zhao Zhang; Mu Li; Haiguo Zhang; Jingze Tan; Wentian Zhen; Tingting Liu; Xueying Wang; Chengyan Wang; Jiucun Wang; Li Jin; Sijia Wang; Manhua Liu; Jinxi Li
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errSave
Distinctive roles of left and right entorhinal cortex in path integration via a non-invasive stimulation study
errNature Communications
IF15.7
err2025-11-20
err0
errOAAI
errHaiyan Zhao; Binglei Zhao; Jiajun He; Manhua Liu
errShare
errSave
MonoGSDet: Monocular 3D Object Detection With Gaussian Splatting in Autonomous Driving
errIEEE Transactions on Intelligent Transportation Systems
IF8.4
err2025-10-29
err0
PREAI
errTianyu Li; Manhua Liu
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errSave
Personalized CT Protocol Recommendation via Large Language Model: Enabling Fully Automated CT Scanning Workflows
errJournal of Imaging Informatics in Medicine
IF0
err2025-10-16
err0
PREAI
errXiaolin Meng; Yefen Wu; Xin Dou; Kaiyi Liang; Peng Ji; Yang Wang; Manhua Liu
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errSave
A multi-task minutiae transformer network for fingerprint recognition of young children
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-05-01
err0
PREAI
errLiu, Manhua; Liu, Aitong; Shi, Yelin; Liu, Shuxin
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errSave
DenseFormer-MoE: A Dense Transformer Foundation Model With Mixture of Experts for Multi-Task Brain Image Analysis
errIEEE Transactions on Medical Imaging
IF9.8
err2025-03-14
err0
PREAI
errRizhi Ding; Hui Lu; Manhua Liu
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errSave
Developing an interpretable machine learning model for diagnosing gout using clinical and ultrasound features
errEUROPEAN JOURNAL OF RADIOLOGY
IF3.3
err2025-03-01
err0
PREAI
errXiao, Lishan; Zhao, Yizhe; Li, Yuchen; Yan, Mengmeng; Liu, Yongming; Liu, Manhua; Ning, Chunping
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errSave
A hybrid graph transformer network for fingerprint and palmprint minutiae matching of young children
errNEUROCOMPUTING
IF6.5
err2025-02-01
err0
PREAI
errLiu, Aitong; Shi, Yelin; Kumar, Ajay; Chen, Xin; Liu, Manhua
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errSave
A sparse transformer generation network for brain imaging genetic association
errPATTERN RECOGNITION
IF7.6
err2024-12-01
err0
PREAI
errLiu, Hongrui; Gui, Yuanyuan; Lu, Hui; Liu, Manhua
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errSave
Hierarchical global and local transformer for pain estimation with facial expression videos
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2024-07-15
err0
PREAI
errLiu, Hongrui; Xu, Haochen; Qiu, Jinheng; Wu, Shizhe; Liu, Manhua
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errSave
High-resolution real-space reconstruction of cryo-EM structures using a neural field network
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-07-12
err0
errOAAI
errHuang, Yue; Zhu, Chengguang; Yang, Xiaokang; Liu, Manhua
errShare
errSave
Tongqiao Huoxue Decoction inhibits ferroptosis by facilitating ACSL4 ubiquitination degradation for neuroprotection against cerebral ischemia-reperfusion injury
errPHYTOMEDICINE
IF8.3
err2024-07-01
err2
PREAI
errOu, Zhijie; Deng, Yanting; Wu, Yan; Wang, Yuanqi; Zhao, Yijing; Liu, Chang; Wang, Zhuoyu; Liu, Manhua; Hu, Xin; Fang, Li; Chen, Juping
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errSave
Transformer based multi-modal MRI fusion for prediction of post-menstrual age and neonatal brain development analysis
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-05-01
err3
PREAI
errZhao, Haiyan; Cai, Hongjie; Liu, Manhua
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errSave
Multimodal Transformer of Incomplete MRI Data for Brain Tumor Segmentation
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-01-01
err8
PREAI
errTing, Hsienchih; Liu, Manhua
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errSave
Multimodal transformer network for incomplete image generation and diagnosis of Alzheimer's disease
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2023-12-01
err9
PREAI
errGao, Xingyu; Shi, Feng; Shen, Dinggang; Liu, Manhua
errShare
errSave
Imaging process matched neural network for complex wavefront retrieval with a higher space-bandwidth product
errOPTICS LETTERS
IF3.3
err2023-10-11
err1
PREAI
errMa, Bole; Huang, Chuxuan; Hou, Sibing; Zhang, Haiyu; Liu, Manhua; Yan, Hao
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errSave
Brain Status Transferring Generative Adversarial Network for Decoding Individualized Atrophy in Alzheimer's Disease
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-10-01
err5
PREAI
errGao, Xingyu; Liu, Hongrui; Shi, Feng; Shen, Dinggang; Liu, Manhua
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errSave
How sleep quality affects activities of daily living in Parkinson's disease: the mediating role of disease severity and the moderating role of cognition
errFRONTIERS IN AGING NEUROSCIENCE
IF4.5
err2023-09-29
err1
errOAAI
errLuo, Yajun; Liu, Junyi; Chen, Dongqin; Liu, Manhua; Yuan, Yuan; Hu, Jingzhe; Wu, Jiayu; Wang, Fen; Liu, Chunfeng; Chen, Juping; Mao, Chengjie
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dinggang Shen
H-index: 143 · Papers: 2.1K
赵宏宇 cover
赵宏宇 (Hongyu Zhao)
H-index: 115 · Papers: 1.4K
崔
崔大祥 (Daxiang Cui)
H-index: 96 · Papers: 694
F
Feng Shi
H-index: 77 · Papers: 842
X
Xiaokang Yang
H-index: 77 · Papers: 841
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