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05/06/2022
Quantification of Robotic Surgeries with Vision-Based Deep Learning
Surgery is a high-stakes domain where surgeons must navigate critical an...
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01/01/2022
Turath-150K: Image Database of Arab Heritage
Large-scale image databases remain largely biased towards objects and ac...
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03/19/2021
Let Your Heart Speak in its Mother Tongue: Multilingual Captioning of Cardiac Signals
Cardiac signals, such as the electrocardiogram, convey a significant amo...
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11/28/2020
DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes
The ongoing digitization of health records within the healthcare industr...
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11/28/2020
PCPs: Patient Cardiac Prototypes
Many clinical deep learning algorithms are population-based and difficul...
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05/27/2020
CLOCS: Contrastive Learning of Cardiac Signals
The healthcare industry generates troves of unlabelled physiological dat...
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04/22/2020
SoQal: Selective Oracle Questioning in Active Learning
Large sets of unlabelled data within the healthcare domain remain underu...
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04/20/2020
CLOPS: Continual Learning of Physiological Signals
Deep learning algorithms are known to experience destructive interferenc...
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04/20/2020