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02/26/2023
MDF-Net: Multimodal Dual-Fusion Network for Abnormality Detection using CXR Images and Clinical Data
This study aims to investigate the effects of including patients' clinic...
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05/26/2022
Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images
Survival time prediction from medical images is important for treatment ...
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02/22/2021
Post-hoc Overall Survival Time Prediction from Brain MRI
Overall survival (OS) time prediction is one of the most common estimate...
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05/21/2020
Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification
The deployment of automated systems to diagnose diseases from medical im...
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07/17/2019
Unsupervised Task Design to Meta-Train Medical Image Classifiers
Meta-training has been empirically demonstrated to be the most effective...
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04/02/2019
3DRegNet: A Deep Neural Network for 3D Point Registration
We present 3DRegNet, a deep learning algorithm for the registration of 3...
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03/02/2019
OmniDRL: Robust Pedestrian Detection using Deep Reinforcement Learning on Omnidirectional Cameras
Pedestrian detection is one of the most explored topics in computer visi...
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09/25/2018
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI
We propose a new method for breast cancer screening from DCE-MRI based o...
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05/28/2018