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09/07/2023
CenTime: Event-Conditional Modelling of Censoring in Survival Analysis
Survival analysis is a valuable tool for estimating the time until speci...
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07/29/2023
A data-centric deep learning approach to airway segmentation
The morphology and distribution of airway tree abnormalities enables dia...
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03/19/2023
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study
In this study, we present a hybrid CNN-RNN approach to investigate long-...
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03/12/2022
VAFO-Loss: VAscular Feature Optimised Loss Function for Retinal Artery/Vein Segmentation
Estimating clinically-relevant vascular features following vessel segmen...
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10/28/2020
Optimizing Short-Time Fourier Transform Parameters via Gradient Descent
The Short-Time Fourier Transform (STFT) has been a staple of signal proc...
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12/11/2018
Face-Focused Cross-Stream Network for Deception Detection in Videos
Automated deception detection (ADD) from real-life videos is a challengi...
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10/19/2018
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning
Zero-shot learning (ZSL) is made possible by learning a projection funct...
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10/19/2018
Domain-Invariant Projection Learning for Zero-Shot Recognition
Zero-shot learning (ZSL) aims to recognize unseen object classes without...
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10/06/2017