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07/30/2023
Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation
Medical image synthesis is a challenging task due to the scarcity of pai...
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03/21/2022
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification
Convolutional neural networks (CNNs) have gained significant popularity ...
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03/05/2021
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images
Unsupervised anomaly detection (UAD) learns one-class classifiers exclus...
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01/25/2021
Weakly-supervised Video Anomaly Detection with Contrastive Learning of Long and Short-range Temporal Features
In this paper, we address the problem of weakly-supervised video anomaly...
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01/09/2021
Detecting, Localising and Classifying Polyps from Colonoscopy Videos using Deep Learning
In this paper, we propose and analyse a system that can automatically de...
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06/26/2020
Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy
Anomaly detection methods generally target the learning of a normal imag...
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10/23/2019