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Self-Supervised Learning to Detect Key Frames in Videos
Yan, Xiang, Gilani, Syed Zulqarnain, Feng, Mingtao, Zhang, Liang, Qin, Hanlin, Mian, Ajmal
Published in Sensors (Basel, Switzerland) (04.12.2020)
Published in Sensors (Basel, Switzerland) (04.12.2020)
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A novel collaborative self-supervised learning method for radiomic data
Li, Zhiyuan, Li, Hailong, Ralescu, Anca L., Dillman, Jonathan R., Parikh, Nehal A., He, Lili
Published in NeuroImage (Orlando, Fla.) (15.08.2023)
Published in NeuroImage (Orlando, Fla.) (15.08.2023)
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Self-supervised learning of neighborhood embedding for longitudinal MRI
Ouyang, Jiahong, Zhao, Qingyu, Adeli, Ehsan, Zaharchuk, Greg, Pohl, Kilian M.
Published in Medical image analysis (01.11.2022)
Published in Medical image analysis (01.11.2022)
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Staged Self-Supervised Learning for Raven Progressive Matrices
Kwiatkowski, Jakub, Krawiec, Krzysztof
Published in IEEE transaction on neural networks and learning systems (23.05.2025)
Published in IEEE transaction on neural networks and learning systems (23.05.2025)
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Self-supervised Learning for Electroencephalogram: A Systematic Survey
Weng, Weining, Gu, Yang, Guo, Shuai, Ma, Yuan, Yang, Zhaohua, Liu, Yuchen, Chen, Yiqiang
Published in ACM computing surveys (12.07.2025)
Published in ACM computing surveys (12.07.2025)
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Model‐based self‐supervised learning for quantitative assessment of myocardial oxygen extraction fraction and myocardial blood volume
Huang, Qi, Tang, Haoteng, Wang, Keyan, Li, Ran, Eldeniz, Cihat, Nguyen, Natalie, Schindler, Thomas H., Peterson, Linda R., Yang, Yang, Yan, Yan, Cheng, Jingliang, Woodard, Pamela K., Zheng, Jie
Published in Magnetic resonance in medicine (01.10.2025)
Published in Magnetic resonance in medicine (01.10.2025)
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Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound
Wilson, Paul F. R., Gilany, Mahdi, Jamzad, Amoon, Fooladgar, Fahimeh, To, Minh Nguyen Nhat, Wodlinger, Brian, Abolmaesumi, Purang, Mousavi, Parvin
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.09.2023)
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.09.2023)
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Self-Supervised Learning for data scarcity in a fatigue damage prognostic problem
Akrim, Anass, Gogu, Christian, Vingerhoeds, Rob, Salaün, Michel
Published in Engineering applications of artificial intelligence (01.04.2023)
Published in Engineering applications of artificial intelligence (01.04.2023)
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Cross-subject human activity recognition based on self-training and self-supervised learning
Zhang, Qi, Wei, Baichun, Yi, Chunzhi, Zhu, Haiqi, Ding, Qiang, Jiang, Feng
Published in Computing (01.06.2025)
Published in Computing (01.06.2025)
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Generalizable self-supervised learning for brain CTA in acute stroke
Dong, Yingjun, Pachade, Samiksha, Roberts, Kirk, Jiang, Xiaoqian, Sheth, Sunil A., Giancardo, Luca
Published in Computers in biology and medicine (01.01.2025)
Published in Computers in biology and medicine (01.01.2025)
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EEG-Oriented Self-Supervised Learning With Triple Information Pathways Network
Ko, Wonjun, Jeong, Seungwoo, Song, Sa-Kwang, Suk, Heung-Il
Published in IEEE transactions on cybernetics (01.11.2024)
Published in IEEE transactions on cybernetics (01.11.2024)
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Self-supervised learning with application for infant cerebellum segmentation and analysis
Sun, Yue, Wang, Limei, Gao, Kun, Ying, Shihui, Lin, Weili, Humphreys, Kathryn L., Li, Gang, Niu, Sijie, Liu, Mingxia, Wang, Li
Published in Nature communications (05.08.2023)
Published in Nature communications (05.08.2023)
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Multi-View Self-Supervised Learning Enhances Automatic Sleep Staging from EEG Signals
Yu, Tianyou, Hu, Xinxin, He, Yanbin, Wu, Wei, Gu, Zhenghui, Yu, Zhuliang, Li, Yuanqing, Wang, Fei, Xiao, Jun
Published in IEEE transactions on biomedical engineering (15.04.2025)
Published in IEEE transactions on biomedical engineering (15.04.2025)
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MSLTE: multiple self-supervised learning tasks for enhancing EEG emotion recognition
Li, Guangqiang, Chen, Ning, Niu, Yixiang, Xu, Zhangyong, Dong, Yuxuan, Jin, Jing, Zhu, Hongqin
Published in Journal of neural engineering (01.04.2024)
Published in Journal of neural engineering (01.04.2024)
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ECG Biometric Authentication Using Self-Supervised Learning for IoT Edge Sensors
Wang, Guoxin, Shanker, Shreejith, Nag, Avishek, Lian, Yong, John, Deepu
Published in IEEE journal of biomedical and health informatics (01.11.2024)
Published in IEEE journal of biomedical and health informatics (01.11.2024)
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Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning
Zhao, Pengbo, Lian, Cheng, Xu, Bingrong, Su, Yixin, Zeng, Zhigang
Published in IEEE transactions on neural systems and rehabilitation engineering (2024)
Published in IEEE transactions on neural systems and rehabilitation engineering (2024)
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