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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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DeepMI: Deep Multi-lead ECG Fusion for Identifying Myocardial Infarction and its Occurrence-time


Mar 31, 2021
Girmaw Abebe Tadesse, Hamza Javed, Yong Liu, Jin Liu, Jiyan Chen, Komminist Weldemariam, Tingting Zhu

* 10 pages 

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Let Your Heart Speak in its Mother Tongue: Multilingual Captioning of Cardiac Signals


Mar 19, 2021
Dani Kiyasseh, Tingting Zhu, David Clifton


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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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Phenotyping Clusters of Patient Trajectories suffering from Chronic Complex Disease


Nov 17, 2020
Henrique Aguiar, Mauro Santos, Peter Watkinson, Tingting Zhu

* Machine Learning for Health (ML4H) at NeurIPS 2020 - Extended Abstract. 6 pages, 5 figures 

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Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location


Jul 01, 2020
Rasheed el-Bouri, David Eyre, Peter Watkinson, Tingting Zhu, David Clifton

* In Proceedings of the 37th International Conference on Machine Learning, 2020 
* 16 pages, 31 figures, In Proceedings of the 37th International Conference on Machine Learning 

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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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