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J

Jinzhu Yang

Northeastern University

27H-index
240Paper Count
2.5KCitation Count
Published Papers 66
Publication Date
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Segmentation-synthesis co-training for semi-supervised domain generalizable medical image segmentation
errArtificial Intelligence in Medicine
IF6.2
err2026-08-20
err0
PREAI
errZhiqiang Shen; Qingshan Hou; Peng Cao; Jinzhu Yang; Huazhu Fu; Osmar R. Zaiane; Zhaolin Chen
errShare
errSave
ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V
IF0
err2026-01-01
err0
PREAI
errChen, Xi; She, Zhicliang; Cao, Peng; Yang, Jinzhu; Zaiane, Osmar R.
errShare
errSave
Adaptive Mix for Semi-Supervised Medical Image Segmentation
errMedical Image Analysis
IF11.8
err2025-11-08
err0
PREAI
errZhiqiang Shen; Peng Cao; Junming Su; Jinzhu Yang; Osmar R. Zaiane
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errSave
CGMAE: Self-supervised Masked Auto-Encoder with Cross-Graph node alignment for node classification
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-24
err0
PREAI
errRuoxian Song; Peng Cao; Guangqi Wen; Lanting Li; Wei Liang; Weiping Li; Jinzhu Yang; Osmar R. Zaiane
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errSave
BrainOSM: Outlier screening for multi-view functional brain network analysis
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-10-06
err0
PREAI
errGuiliang Guo; Guangqi Wen; Lingwen Liu; Ruoxian Song; Peng Cao; Jinzhu Yang; Osmar R. Zaiane
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errSave
Multi-level hierarchical prototype for few-shot medical image segmentation
errBiomedical Signal Processing and Control
IF4.9
err2025-08-21
err0
PREAI
errSong Sun; Jinzhu Yang; Lingzhi Tang; Yong Feng; Qi Yu
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errSave
Collaborative Learning of Augmentation and Disentanglement for Semi-Supervised Domain Generalized Medical Image Segmentation
errIEEE Transactions on Medical Imaging
IF9.8
err2025-08-06
err0
PREAI
errZhiqiang Shen; Peng Cao; Qinghua Zhou; Jinzhu Yang; Osmar R. Zaiane
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errSave
Uncertainty Quantification and Quality Control for Heatmap-Based Landmark Detection Models
errIEEE Transactions on Medical Imaging
IF9.8
err2025-08-01
err0
PREAI
errYong Feng; Jinzhu Yang; Lingzhi Tang; Song Sun; Yonghuai Wang
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errSave
Optimized multi-stage network with multi-dimensional spatiotemporal interactions for septal and apical hypertrophic cardiomyopathy classification using 12-lead ECGs
errBiomedical Engineering Letters
IF2.8
err2025-07-25
err0
PREAI
errQi Yu; Hongxia Ning; Jinzhu Yang; Mingjun Qu; Yiqiu Qi; Peng Cao; Honghe Li; Guangyuan Li; Yonghuai Wang
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errSave
Intervention-Based Mixup Augmentation for Multiple Instance Learning in Whole-Slide Image Survival Analysis
errIEEE Transactions on Medical Imaging
IF9.8
err2025-07-24
err0
PREAI
errLingzhi Tang; Zitian Zhang; Jinzhu Yang; Yong Feng; Qisen Wang; Song Sun; Haibo Shao
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errSave
A multi-level contrastive learning-based correction model for semi-supervised fetal echocardiography segmentation
errNeurocomputing
IF6.5
err2025-07-07
err0
PREAI
errQi Yu; Danyang Song; Jinzhu Yang; Zhitao Zhang; Song Sun; Haiyang Sun; Yangyang Li; Yao Liu; Yiqiu Qi; Mei Wei; Yiming Liu
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errSave
CMR-BENet: A confidence map refinement boundary enhancement network for left ventricular myocardium segmentation
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2025-03-01
err0
PREAI
errYu, Qi; Ning, Hongxia; Yang, Jinzhu; Li, Chen; Qi, Yiqiu; Qu, Mingjun; Li, Honghe; Sun, Song; Cao, Peng; Feng, Chaolu
errShare
errSave
Optimizing semi-supervised medical image segmentation with imbalanced filtering and nnU-Net enhancement
errVISUAL COMPUTER
IF2.9
err2025-02-13
err0
PREAI
errDuan, Yuanchuan; Wang, Peng; Huang, Yan; Hang, Yuxin; Sun, Qi; Shao, Haibo; Yang, Jinzhu
errShare
errSave
ECGEFNet: A two-branch deep learning model for calculating left ventricular ejection fraction using electrocardiogram
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2025-02-01
err0
PREAI
errQi, Yiqiu; Li, Guangyuan; Yang, Jinzhu; Li, Honghe; Yu, Qi; Qu, Mingjun; Ning, Hongxia; Wang, Yonghuai
errShare
errSave
Pathology-Preserving Transformer Based on Multicolor Space for Low-Quality Medical Image Enhancement
errIEEE Transactions on Multimedia
IF9.7
err2025-01-01
err0
PREAI
errQingshan Hou; Yaqi Wang; Peng Cao; Jianguo Ju; Huijuan Tu; Xiaoli Liu; Jinzhu Yang; Huazhu Fu; Yih Chung Tham; Osmar R. Zaiane
errShare
errSave
Few-shot learning based histopathological image classification of colorectal cancer
errINTELLIGENT MEDICINE
IF6.9
err2024-11-01
err1
errOAAI
errLi, Rui; Li, Xiaoyan; Sun, Hongzan; Yang, Jinzhu; Rahaman, Md; Grzegozek, Marcin; Jiang, Tao; Huang, Xinyu; Li, Chen
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errSave
A spatio-temporal graph convolutional network for ultrasound echocardiographic landmark detection
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-10-01
err0
PREAI
errLi, Honghe; Yang, Jinzhu; Xuan, Zhanfeng; Qu, Mingjun; Wang, Yonghuai; Feng, Chaolu
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errSave
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation
errNEURAL NETWORKS
IF6.3
err2024-10-01
err10
errOAAI
errWang, Haonan; Cao, Peng; Yang, Jinzhu; Zaiane, Osmar
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errSave
A Bayesian network for simultaneous keyframe and landmark detection in ultrasonic cine
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-10-01
err1
PREAI
errFeng, Yong; Yang, Jinzhu; Li, Meng; Tang, Lingzhi; Sun, Song; Wang, Yonghuai
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errSave
Frailty detection with routine blood tests using data from the english longitudinal study of ageing (ELSA)
errEUROPEAN GERIATRIC MEDICINE
IF3.6
err2024-08-27
err2
PREAI
errHe, Lingxiao; Yang, Jinzhu; Lin, Shujing; Shi, Kanglin; Fang, Ya
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errSave

Research Directions

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Co-authors
Cooperation Journals
H
Huazhu Fu
H-index: 80 · Papers: 558
胡
胡卫明 (Weiming Hu)
H-index: 68 · Papers: 493
A
Apostolos P. Georgopoulos
H-index: 65 · Papers: 420
Y
Yudong Yao
H-index: 63 · Papers: 519
O
Osmar R. Zaı̈ane
H-index: 62 · Papers: 540
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