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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
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
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
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort
Kalia, Sumeet, Saarela, Olli, Chen, Tao, O'Neill, Braden, Meaney, Christopher, Gronsbell, Jessica, Sejdic, Ervin, Escobar, Michael, Aliarzadeh, Babak, Moineddin, Rahim, Pow, Conrad, Sullivan, Frank, Greiver, Michelle
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
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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
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
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
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
Topological GCN Guided Improved Conformer for Detection of Hip Landmarks From Ultrasound Images
Huang, Tianxiang, Shi, Jing, Jin, Ge, Li, Juncheng, Wang, Jun, Wang, Qian, Du, Jun, Shi, Jun
Published in IEEE journal of biomedical and health informatics (01.09.2025)
Published in IEEE journal of biomedical and health informatics (01.09.2025)
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Journal Article
Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning
Wang, Zhuoran, Shah, Anoop D., Tate, A. Rosemary, Denaxas, Spiros, Shawe-Taylor, John, Hemingway, Harry
Published in PloS one (19.01.2012)
Published in PloS one (19.01.2012)
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Journal Article
Using AI enhanced agent-based models to support management of wild populations
Willoughby, Janna R., Lamka, Gina F., Dunning, Kelly H., Narine, Lana, Belsare, Aniruddha, Sundaram, Mekala
Published in Landscape ecology (01.07.2025)
Published in Landscape ecology (01.07.2025)
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Journal Article
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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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