Weiyi Xie | DeepAI

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Featured Co-authors

Bram van Ginneken
49 publications
Tao Tan
20 publications
Colin Jacobs
11 publications
Jean-Paul Charbonnier
4 publications
Ruisheng Su
4 publications
Dirk Jan Slebos
1 publication

∙ 09/05/2023

Emphysema Subtyping on Thoracic Computed Tomography Scans using Deep Neural Networks

Accurate identification of emphysema subtypes and severity is crucial fo...

0 Weiyi Xie, et al. ∙

∙ 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...

8 Weiyi Xie, et al. ∙

∙ 06/01/2021

Deep Clustering Activation Maps for Emphysema Subtyping

We propose a deep learning clustering method that exploits dense feature...

15 Weiyi Xie, et al. ∙

∙ 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 ...

26 Weiyi Xie, et al. ∙

∙ 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...

17 Weiyi Xie, et al. ∙

∙ 02/11/2020

2.75D Convolutional Neural Network for Pulmonary Nodule Classification in Chest CT

Early detection and classification of pulmonary nodules in Chest Compute...

0 Ruisheng Su, et al. ∙

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