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07/17/2023
Airway Label Prediction in Video Bronchoscopy: Capturing Temporal Dependencies Utilizing Anatomical Knowledge
Purpose: Navigation guidance is a key requirement for a multitude of lun...
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08/24/2022
Weakly Supervised Airway Orifice Segmentation in Video Bronchoscopy
Video bronchoscopy is routinely conducted for biopsies of lung tissue su...
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08/15/2022
Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students
In order to be able to use artificial intelligence (AI) in medicine with...
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05/20/2022
Automatic Generation of Synthetic Colonoscopy Videos for Domain Randomization
An increasing number of colonoscopic guidance and assistance systems rel...
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12/23/2020
Multi-Contrast Computed Tomography Healthy Kidney Atlas
The construction of three-dimensional multi-modal tissue maps provides a...
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12/05/2018
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking
While deep learning has achieved significant advances in accuracy for me...
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08/22/2018
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images
We propose a novel attention gate (AG) model for medical image analysis ...
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04/11/2018
Attention U-Net: Learning Where to Look for the Pancreas
We propose a novel attention gate (AG) model for medical imaging that au...
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05/22/2017