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Osmar R. Zaı̈ane

university of alberta

62H-index
540Paper Count
1.7WCitation Count
Published Papers 59
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
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Interpretable Modeling of Multi-scale Temporal Patterns in Depressive Speech
errNEURAL INFORMATION PROCESSING, ICONIP 2025, PT III
IF0
err2026-01-01
err0
PREAI
errWang, Zhihao; Yang, Wenju; Cao, Peng; Wang, Fei; Zaiane, Osmar R.
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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.
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errSave
Role-Playing Based on Large Language Models via Style Extraction
errNEURAL INFORMATION PROCESSING, ICONIP 2024, PT XIII
IF0
err2026-01-01
err0
PREAI
errJin, Chunzhen; Cao, Peng; Zaiane, Osmar
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RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XIII
IF0
err2026-01-01
err0
PREAI
errLi, Yuqing; Hou, Qingshan; Cao, Peng; Ju, Jianguo; Wang, Tianqi; Wang, Meng; Zou, Ke; Tham, Yih Chung; Fu, Huazhu; Zaiane, Osmar R.
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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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A study of the efficacy of generative flow networks for robotics and machine fault-adaptation
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-09
err0
errOAAI
errZahin Sufiyan; Shadan Golestan; Shotaro Miwa; Yoshihiro Mitsuka; Osmar Zaiane
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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
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
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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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BrainDAS: Structure-aware domain adaptation network for multi-site brain network analysis
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-08-01
err1
PREAI
errSong, Ruoxian; Cao, Peng; Wen, Guangqi; Zhao, Pengfei; Huang, Ziheng; Zhang, Xizhe; Yang, Jinzhu; Zaiane, Osmar R.
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Developing a Chatbot to Support Individuals With Neurodevelopmental Disorders: Tutorial
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2024-06-18
err0
errOAAI
errSingla, Ashwani; Khanna, Ritvik; Kaur, Manpreet; Kelm, Karen; Zaiane, Osmar; Rosenfelt, Cory Scott; Bui, Truong An; Rezaei, Navid; Nicholas, David; Reformat, Marek Z.; Majnemer, Annette; Ogourtsova, Tatiana; Bolduc, Francois
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Uncovering Flat and Hierarchical Topics by Community Discovery on Word Co-occurrence Network
errDATA SCIENCE AND ENGINEERING
IF4.6
err2024-03-13
err3
errOAAI
errAustin, Eric; Makwana, Shraddha; Trabelsi, Amine; Largeron, Christine; Zaiane, Osmar R.
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Label correlation guided discriminative label feature learning for multi-label chest image classification
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-03-01
err4
PREAI
errZhang, Kai; Liang, Wei; Cao, Peng; Liu, Xiaoli; Yang, Jinzhu; Zaiane, Osmar
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errSave
Lesion-aware knowledge distillation for diabetic retinopathy lesion segmentation
errAPPLIED INTELLIGENCE
IF3.5
err2024-01-26
err2
PREAI
errWang, Yaqi; Hou, Qingshan; Cao, Peng; Yang, Jinzhu; R. Zaiane, Osmar
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Exploring Attention and Self-Supervised Learning Mechanism for Graph Similarity Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errWen, Guangqi; Gao, Xin; Tan, Wenhui; Cao, Peng; Yang, Jinzhu; Li, Weiping; Zaiane, Osmar R.
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errSave
Label correlation guided borderline oversampling for imbalanced multi-label data learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-11-01
err7
PREAI
errZhang, Kai; Mao, Zhaoyang; Cao, Peng; Liang, Wei; Yang, Jinzhu; Li, Weiping; Zaiane, Osmar R.
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errSave
Exploring attention mechanism for graph similarity learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-09-01
err3
PREAI
errTan, Wenhui; Gao, Xin; Li, Yiyang; Wen, Guangqi; Cao, Peng; Yang, Jinzhu; Li, Weiping; Zaiane, Osmar R.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Randall V. Martin
H-index: 137 · Papers: 802
M
Michael Jerrett
H-index: 114 · Papers: 485
A
Aaron van Donkelaar
H-index: 106 · Papers: 440
P
Prakesh S. Shah
H-index: 94 · Papers: 895
H
Huazhu Fu
H-index: 80 · Papers: 558
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