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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
Artificial intelligence for understanding concussion: Retrospective cluster analysis on the balance and vestibular diagnostic data of concussion patients
Visscher, Rosa M. S., Feddermann-Demont, Nina, Romano, Fausto, Straumann, Dominik, Bertolini, Giovanni
Published in PloS one (02.04.2019)
Published in PloS one (02.04.2019)
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Journal Article
A Noise-Robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions From CT Images
Wang, Guotai, Liu, Xinglong, Li, Chaoping, Xu, Zhiyong, Ruan, Jiugen, Zhu, Haifeng, Meng, Tao, Li, Kang, Huang, Ning, Zhang, Shaoting
Published in IEEE transactions on medical imaging (01.08.2020)
Published in IEEE transactions on medical imaging (01.08.2020)
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Journal Article
Noise reduction in diffusion MRI using non-local self-similar information in joint x−q space
Chen, Geng, Wu, Yafeng, Shen, Dinggang, Yap, Pew-Thian
Published in Medical image analysis (01.04.2019)
Published in Medical image analysis (01.04.2019)
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Journal Article
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
Self‐supervised denoising diffusion probabilistic models for abdominal DW‐MRI
Vasylechko, Serge Didenko, Tsai, Andy, Afacan, Onur, Kurugol, Sila
Published in Magnetic resonance in medicine (01.09.2025)
Published in Magnetic resonance in medicine (01.09.2025)
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Journal Article
Physics‐guided self‐supervised learning for retrospective T 1 and T 2 mapping from conventional weighted brain MRI : Technical developments and initial validation in glioblastoma
Qiu, Shihan, Wang, Lixia, Sati, Pascal, Christodoulou, Anthony G., Xie, Yibin, Li, Debiao
Published in Magnetic resonance in medicine (01.12.2024)
Published in Magnetic resonance in medicine (01.12.2024)
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Journal Article
Artificial intelligence based classification and prediction of medical imaging using a novel framework of inverted and self-attention deep neural network architecture
Aftab, Junaid, Khan, Muhammad Attique, Arshad, Sobia, Rehman, Shams ur, AlHammadi, Dina Abdulaziz, Nam, Yunyoung
Published in Scientific reports (13.03.2025)
Published in Scientific reports (13.03.2025)
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Journal Article
UTE‐SENCEFUL: first results for 3D high‐resolution lung ventilation imaging
Mendes Pereira, L., Wech, T., Weng, A.M., Kestler, C., Veldhoen, S., Bley, T.A., Köstler, H.
Published in Magnetic resonance in medicine (01.04.2019)
Published in Magnetic resonance in medicine (01.04.2019)
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Journal Article