CT Organ Segmentation in Cancer Patients
Deep learning pipeline for 3D organ segmentation in oncology CT scans, used in clinical research at Radboud University Medical Center. Trained on large annotated datasets of cancer …
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Transfer learning from a sparsely annotated dataset of 3D medical images
Transfer learning from a sparsely annotated dataset.
Kidney abnormality segmentation in thorax-abdomen CT scans
Transfer learning from a sparsely annotated dataset.
Winning Brazil's National COVID-19 AI Challenge
How I built an automated CT scan segmentation system that won 1st place in Brazil's government-sponsored national AI competition.
Fully Automatic Volume Measurement of the Spleen at CT Using Deep Learning
Automatic spleen segmentation using deep learning. This method reaches radiologist performance.
Deep Learning for Localization and Segmentation in Thorax Abdomen CT
Deep Learning for Localization and Segmentation in Thorax Abdomen CT.
Efficient organ localization using multi-label convolutional neural networks in thorax-abdomen CT scans
Automatic organ localization using Deep Learning.
Multi-Organ Localization in CT Scans
Multi-label CNN for detecting bounding boxes of multiple organs simultaneously in thorax-abdomen CT scans. Published in Physics in Medicine & Biology (Vol. 63, No. 8). Achieved …
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