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Towards Scheduling Federated Deep Learning using Meta-Gradients for Inter-Hospital Learning


Jul 04, 2021
Rasheed el-Bouri, Tingting Zhu, David A. Clifton

* 11 pages, 8 figures 

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Not All Knowledge Is Created Equal


Jun 02, 2021
Ziyun Li, Xinshao Wang, Haojin Yang, Di Hu, Neil M. Robertson, David A. Clifton, Christoph Meinel

* Selective mutual knowledge distillation 

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DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes


Nov 28, 2020
Dani Kiyasseh, Tingting Zhu, David A. Clifton


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PCPs: Patient Cardiac Prototypes


Nov 28, 2020
Dani Kiyasseh, Tingting Zhu, David A. Clifton


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CLOCS: Contrastive Learning of Cardiac Signals


May 27, 2020
Dani Kiyasseh, Tingting Zhu, David A. Clifton


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SoQal: Selective Oracle Questioning in Active Learning


Apr 22, 2020
Dani Kiyasseh, Tingting Zhu, David A. Clifton


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CLOPS: Continual Learning of Physiological Signals


Apr 20, 2020
Dani Kiyasseh, Tingting Zhu, David A. Clifton


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ALPS: Active Learning via Perturbations


Apr 20, 2020
Dani Kiyasseh, Tingting Zhu, David A. Clifton


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Severity Detection Tool for Patients with Infectious Disease


Dec 10, 2019
Girmaw Abebe Tadesse, Tingting Zhu, Nhan Le Nguyen Thanh, Nguyen Thanh Hung, Ha Thi Hai Duong, Truong Huu Khanh, Pham Van Quang, Duc Duong Tran, LamMinh Yen, H Rogier Van Doorn, Nguyen Van Hao, John Prince, Hamza Javed, DaniKiyasseh, Le Van Tan, Louise Thwaites, David A. Clifton


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Fusing Continuous-valued Medical Labels using a Bayesian Model


Jun 13, 2015
Tingting Zhu, Nic Dunkley, Joachim Behar, David A. Clifton, Gari D. Clifford


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