Deep Learning in Medical Image Analysis
Shen, Dinggang, Wu, Guorong, Suk, Heung-Il
Published in Annual review of biomedical engineering (21.06.2017)
Published in Annual review of biomedical engineering (21.06.2017)
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Journal Article
Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching
Guo, Yanrong, Gao, Yaozong, Shen, Dinggang
Published in IEEE transactions on medical imaging (01.04.2016)
Published in IEEE transactions on medical imaging (01.04.2016)
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Journal Article
Family poverty affects the rate of human infant brain growth
Hanson, Jamie L, Hair, Nicole, Shen, Dinggang G, Shi, Feng, Gilmore, John H, Wolfe, Barbara L, Pollak, Seth D
Published in PloS one (11.12.2013)
Published in PloS one (11.12.2013)
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Journal Article
3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients
Nie, Dong, Zhang, Han, Adeli, Ehsan, Liu, Luyan, Shen, Dinggang
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.10.2016)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.10.2016)
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Journal Article
A deep learning system for detecting diabetic retinopathy across the disease spectrum
Dai, Ling, Wu, Liang, Li, Huating, Cai, Chun, Wu, Qiang, Kong, Hongyu, Liu, Ruhan, Wang, Xiangning, Hou, Xuhong, Liu, Yuexing, Long, Xiaoxue, Wen, Yang, Lu, Lina, Shen, Yaxin, Chen, Yan, Shen, Dinggang, Yang, Xiaokang, Zou, Haidong, Sheng, Bin, Jia, Weiping
Published in Nature communications (28.05.2021)
Published in Nature communications (28.05.2021)
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Journal Article
A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images
Cui, Zhiming, Fang, Yu, Mei, Lanzhuju, Zhang, Bojun, Yu, Bo, Liu, Jiameng, Jiang, Caiwen, Sun, Yuhang, Ma, Lei, Huang, Jiawei, Liu, Yang, Zhao, Yue, Lian, Chunfeng, Ding, Zhongxiang, Zhu, Min, Shen, Dinggang
Published in Nature communications (19.04.2022)
Published in Nature communications (19.04.2022)
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Journal Article
Deep convolutional neural networks for multi-modality isointense infant brain image segmentation
Zhang, Wenlu, Li, Rongjian, Deng, Houtao, Wang, Li, Lin, Weili, Ji, Shuiwang, Shen, Dinggang
Published in NeuroImage (Orlando, Fla.) (01.03.2015)
Published in NeuroImage (Orlando, Fla.) (01.03.2015)
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Journal Article
BIRNet: Brain image registration using dual-supervised fully convolutional networks
Fan, Jingfan, Cao, Xiaohuan, Yap, Pew-Thian, Shen, Dinggang
Published in Medical image analysis (01.05.2019)
Published in Medical image analysis (01.05.2019)
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Journal Article
Multimodal classification of Alzheimer's disease and mild cognitive impairment
Zhang, Daoqiang, Wang, Yaping, Zhou, Luping, Yuan, Hong, Shen, Dinggang
Published in NeuroImage (Orlando, Fla.) (01.04.2011)
Published in NeuroImage (Orlando, Fla.) (01.04.2011)
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Journal Article
Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages
Nie, Dong, Lu, Junfeng, Zhang, Han, Adeli, Ehsan, Wang, Jun, Yu, Zhengda, Liu, LuYan, Wang, Qian, Wu, Jinsong, Shen, Dinggang
Published in Scientific reports (31.01.2019)
Published in Scientific reports (31.01.2019)
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Journal Article
Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI
Xiang, Lei, Qiao, Yu, Nie, Dong, An, Le, Lin, Weili, Wang, Qian, Shen, Dinggang
Published in Neurocomputing (Amsterdam) (06.12.2017)
Published in Neurocomputing (Amsterdam) (06.12.2017)
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Journal Article
Multi-task learning for segmentation and classification of tumors in 3D automated breast ultrasound images
Zhou, Yue, Chen, Houjin, Li, Yanfeng, Liu, Qin, Xu, Xuanang, Wang, Shu, Yap, Pew-Thian, Shen, Dinggang
Published in Medical image analysis (01.05.2021)
Published in Medical image analysis (01.05.2021)
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