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09/05/2023
Emphysema Subtyping on Thoracic Computed Tomography Scans using Deep Neural Networks
Accurate identification of emphysema subtypes and severity is crucial fo...
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01/12/2022
Structure and position-aware graph neural network for airway labeling
We present a novel graph-based approach for labeling the anatomical bran...
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06/01/2021
Deep Clustering Activation Maps for Emphysema Subtyping
We propose a deep learning clustering method that exploits dense feature...
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05/25/2021
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients
Automatic lesion segmentation on thoracic CT enables rapid quantitative ...
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04/16/2020
Contextual Two-Stage U-Nets for Robust Pulmonary Lobe Segmentation in CT Scans of COVID-19 and COPD Patients
Pulmonary lobe segmentation in computed tomography scans is essential fo...
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02/11/2020