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FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification
Tang, Peng, Yan, Xintong, Nan, Yang, Xiang, Shao, Krammer, Sebastian, Lasser, Tobias
Published in Medical image analysis (01.02.2022)
Published in Medical image analysis (01.02.2022)
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Journal Article
DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques
Rahaman, Md Mamunur, Li, Chen, Yao, Yudong, Kulwa, Frank, Wu, Xiangchen, Li, Xiaoyan, Wang, Qian
Published in Computers in biology and medicine (01.09.2021)
Published in Computers in biology and medicine (01.09.2021)
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Journal Article
MUMA: A Multi-Omics Meta-Learning Algorithm for Data Interpretation and Classification
Huang, Hai-Hui, Shu, Jun, Liang, Yong
Published in IEEE journal of biomedical and health informatics (01.04.2024)
Published in IEEE journal of biomedical and health informatics (01.04.2024)
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Journal Article
Multi-atlas label fusion with random local binary pattern features: Application to hippocampus segmentation
Zhu, Hancan, Tang, Zhenyu, Cheng, Hewei, Wu, Yihong, Fan, Yong
Published in Scientific reports (14.11.2019)
Published in Scientific reports (14.11.2019)
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Journal Article
Rapid image deconvolution and multiview fusion for optical microscopy
Guo, Min, Li, Yue, Su, Yijun, Lambert, Talley, Nogare, Damian Dalle, Moyle, Mark W., Duncan, Leighton H., Ikegami, Richard, Santella, Anthony, Rey-Suarez, Ivan, Green, Daniel, Beiriger, Anastasia, Chen, Jiji, Vishwasrao, Harshad, Ganesan, Sundar, Prince, Victoria, Waters, Jennifer C., Annunziata, Christina M., Hafner, Markus, Mohler, William A., Chitnis, Ajay B., Upadhyaya, Arpita, Usdin, Ted B., Bao, Zhirong, Colón-Ramos, Daniel, La Riviere, Patrick, Liu, Huafeng, Wu, Yicong, Shroff, Hari
Published in Nature biotechnology (01.11.2020)
Published in Nature biotechnology (01.11.2020)
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Journal Article
Global Transformer and Dual Local Attention Network via Deep-Shallow Hierarchical Feature Fusion for Retinal Vessel Segmentation
Li, Yang, Zhang, Yue, Liu, Jing-Yu, Wang, Kang, Zhang, Kai, Zhang, Gen-Sheng, Liao, Xiao-Feng, Yang, Guang
Published in IEEE transactions on cybernetics (01.09.2023)
Published in IEEE transactions on cybernetics (01.09.2023)
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Journal Article
RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate
Shao, Wei, Vesal, Sulaiman, Soerensen, Simon J.C., Bhattacharya, Indrani, Golestani, Negar, Yamashita, Rikiya, Kunder, Christian A., Fan, Richard E., Ghanouni, Pejman, Brooks, James D., Sonn, Geoffrey A., Rusu, Mirabela
Published in Computers in biology and medicine (01.05.2024)
Published in Computers in biology and medicine (01.05.2024)
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Journal Article
A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images
Wang, Xiyue, Zhang, Jun, Yang, Sen, Xiang, Jingxi, Luo, Feng, Wang, Minghui, Zhang, Jing, Yang, Wei, Huang, Junzhou, Han, Xiao
Published in Medical image analysis (01.02.2023)
Published in Medical image analysis (01.02.2023)
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Journal Article
Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
Nagendran, Myura, Chen, Yang, Lovejoy, Christopher A, Gordon, Anthony C, Komorowski, Matthieu, Harvey, Hugh, Topol, Eric J, Ioannidis, John P A, Collins, Gary S, Maruthappu, Mahiben
Published in BMJ (Online) (25.03.2020)
Published in BMJ (Online) (25.03.2020)
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Journal Article
NSCGCN: A novel deep GCN model to diagnosis COVID-19
Tang, Chaosheng, Hu, Chaochao, Sun, Junding, Wang, Shui-Hua, Zhang, Yu-Dong
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
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Journal Article
CT-ORG, a new dataset for multiple organ segmentation in computed tomography
Rister, Blaine, Yi, Darvin, Shivakumar, Kaushik, Nobashi, Tomomi, Rubin, Daniel L.
Published in Scientific data (11.11.2020)
Published in Scientific data (11.11.2020)
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Journal Article