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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
Golay Code classifier approach for medical diagnosis
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Conference Proceeding
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
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
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
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
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
Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms
Wang, Shurun, Tang, Hao, Himeno, Ryutaro, Solé-Casals, Jordi, Caiafa, Cesar F., Han, Shuning, Aoki, Shigeki, Sun, Zhe
Published in Computer methods and programs in biomedicine (01.12.2024)
Published in Computer methods and programs in biomedicine (01.12.2024)
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Journal Article
A Digital Pathology Solution to Resolve the Tissue Floater Conundrum
Pantanowitz, Liron, Michelow, Pamela, Hazelhurst, Scott, Kalra, Shivam, Choi, Charles, Shah, Sultaan, Babaie, Morteza, Tizhoosh, Hamid R.
Published in Archives of pathology & laboratory medicine (1976) (01.03.2021)
Published in Archives of pathology & laboratory medicine (1976) (01.03.2021)
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Journal Article
Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data
Chen, Zhen, Yang, Chen, Zhu, Meilu, Peng, Zhe, Yuan, Yixuan
Published in IEEE transactions on medical imaging (01.12.2022)
Published in IEEE transactions on medical imaging (01.12.2022)
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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
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
Design and Development of IoT and Deep Ensemble Learning Based Model for Disease Monitoring and Prediction
Venkatachala Appa Swamy, Mareeswari, Periyasamy, Jayalakshmi, Thangavel, Muthamilselvan, Khan, Surbhi B., Almusharraf, Ahlam, Santhanam, Prasanna, Ramaraj, Vijayan, Elsisi, Mahmoud
Published in Diagnostics (Basel) (01.06.2023)
Published in Diagnostics (Basel) (01.06.2023)
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Journal Article
ACTION: Augmentation and computation toolbox for brain network analysis with functional MRI
Fang, Yuqi, Zhang, Junhao, Wang, Linmin, Wang, Qianqian, Liu, Mingxia
Published in NeuroImage (Orlando, Fla.) (01.01.2025)
Published in NeuroImage (Orlando, Fla.) (01.01.2025)
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Journal Article