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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
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
Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care
Year of Publication 2025
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Cognitive diagnostic assessment: A Q-matrix constraint-based neural network method
Tao, Jinhong, Zhao, Wei, Zhang, Yuliu, Guo, Qian, Min, Baocui, Xu, Xiaoqing, Liu, Fengjuan
Published in Behavior research methods (01.10.2024)
Published in Behavior research methods (01.10.2024)
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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
Sparsity-constrained PET image reconstruction with learned dictionaries
Tang, Jing, Yang, Bao, Wang, Yanhua, Ying, Leslie
Published in Physics in medicine & biology (07.09.2016)
Published in Physics in medicine & biology (07.09.2016)
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Journal Article
Self-supervised learning for medical image analysis using image context restoration
Chen, Liang, Bentley, Paul, Mori, Kensaku, Misawa, Kazunari, Fujiwara, Michitaka, Rueckert, Daniel
Published in Medical image analysis (01.12.2019)
Published in Medical image analysis (01.12.2019)
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Journal Article
Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support: Second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings
Suzuki, Kenji, Reyes, Mauricio, Syeda-Mahmood, Tanveer, Konukoglu, Ender, Glocker, Ben, Wiest, Roland, Gur, Yaniv, Greenspan, Hayit, Madabhushi, Anant
Year of Publication 2019
Year of Publication 2019
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eBook
Conference Proceeding
Self-supervised multi-modality learning for multi-label skin lesion classification
Wang, Hao, Ahn, Euijoon, Bi, Lei, Kim, Jinman
Published in Computer methods and programs in biomedicine (01.06.2025)
Published in Computer methods and programs in biomedicine (01.06.2025)
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Journal Article
Exploring an Innovative Deep Learning Solution for Acupuncture Point Localization on the Weak Feature Body Surface of the Human Back
Yang, Shilong, Li, Yalan, Zou, Hao, Huang, Lingfeng, Liu, Jing, Teng, Yongsheng, Xie, Yaoqin
Published in IEEE journal of biomedical and health informatics (01.07.2025)
Published in IEEE journal of biomedical and health informatics (01.07.2025)
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Journal Article
Cross-Modal Tumor Segmentation Using Generative Blending Augmentation and Self-Training
Salle, Guillaume, Andrade-Miranda, Gustavo, Conze, Pierre-Henri, Boussion, Nicolas, Bert, Julien, Visvikis, Dimitris, Jaouen, Vincent
Published in IEEE transactions on biomedical engineering (01.01.2025)
Published in IEEE transactions on biomedical engineering (01.01.2025)
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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