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Accelerated ultrashort echo time quantitative magnetization transfer (UTE-qMT) imaging of macromolecular fraction (MMF) in cortical bone based on a self-attention convolutional neural network
Du, Kevin, Tang, Harry, Athertya, Jiyo, Wang, Yidan, Hu, Megan, Wang, Avery, Jerban, Saeed, Shin, Soo Hyun, Ma, Yajun, Chung, Christine B., Chang, Eric Y.
Published in Magnetic resonance imaging (01.09.2025)
Published in Magnetic resonance imaging (01.09.2025)
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Journal Article
Acceleration of Magnetic Resonance Fingerprinting Reconstruction Using Denoising and Self-Attention Pyramidal Convolutional Neural Network
Hong, Jia-Sheng, Hermann, Ingo, Zöllner, Frank Gerrit, Schad, Lothar R., Wang, Shuu-Jiun, Lee, Wei-Kai, Chen, Yung-Lin, Chang, Yu, Wu, Yu-Te
Published in Sensors (Basel, Switzerland) (07.02.2022)
Published in Sensors (Basel, Switzerland) (07.02.2022)
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Journal Article
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
Isensee, Fabian, Jaeger, Paul F., Kohl, Simon A. A., Petersen, Jens, Maier-Hein, Klaus H.
Published in Nature methods (01.02.2021)
Published in Nature methods (01.02.2021)
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Journal Article
Kohonen’s algorithm in problems of classification of defects in printed circuit assemblies
Uvaysov, S. U., Chernoverskaya, V. V., Dao, An Kuan, Nguyen, Van Tuan
Published in Rossijskij tehnologičeskij žurnal (26.08.2021)
Published in Rossijskij tehnologičeskij žurnal (26.08.2021)
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Journal Article
Tailored self-supervised pretraining improves brain MRI diagnostic models
Huang, Xinhao, Wang, Zihao, Zhou, Weichen, Yang, Kexin, Wen, Kaihua, Liu, Haiguang, Huang, Shoujin, Lyu, Mengye
Published in Computerized medical imaging and graphics (01.07.2025)
Published in Computerized medical imaging and graphics (01.07.2025)
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Journal Article
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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Journal Article
ssVERDICT: Self‐supervised VERDICT‐MRI for enhanced prostate tumor characterization
Sen, Snigdha, Singh, Saurabh, Pye, Hayley, Moore, Caroline M., Whitaker, Hayley C., Punwani, Shonit, Atkinson, David, Panagiotaki, Eleftheria, Slator, Paddy J.
Published in Magnetic resonance in medicine (01.11.2024)
Published in Magnetic resonance in medicine (01.11.2024)
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Journal Article
A computer-human interaction model to improve the diagnostic accuracy and clinical decision-making during 12-lead electrocardiogram interpretation
Cairns, Andrew W., Bond, Raymond R., Finlay, Dewar D., Breen, Cathal, Guldenring, Daniel, Gaffney, Robert, Gallagher, Anthony G., Peace, Aaron J., Henn, Pat
Published in Journal of biomedical informatics (01.12.2016)
Published in Journal of biomedical informatics (01.12.2016)
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