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12/01/2022
ResNet Structure Simplification with the Convolutional Kernel Redundancy Measure
Deep learning, especially convolutional neural networks, has triggered a...
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06/14/2022
The Open Kidney Ultrasound Data Set
Ultrasound use is because of its low cost, non-ionizing, and non-invasiv...
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06/14/2022
The Kidneys Are Not All Normal: Investigating the Speckle Distributions of Transplanted Kidneys
Modelling ultrasound speckle has generated considerable interest for its...
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02/15/2022
Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images
Human visual attention has recently shown its distinct capability in boo...
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02/15/2022
Gaze-Guided Class Activation Mapping: Leveraging Human Attention for Network Attention in Chest X-rays Classification
The increased availability and accuracy of eye-gaze tracking technology ...
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02/03/2021
Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography
In echocardiography (echo), an electrocardiogram (ECG) is conventionally...
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02/02/2021
U-LanD: Uncertainty-Driven Video Landmark Detection
This paper presents U-LanD, a framework for joint detection of key frame...
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11/02/2019
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment
Uncertainty of labels in clinical data resulting from intra-observer var...
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10/16/2018
