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eess.IV2021
Prediction of Lung CT Scores of Systemic Sclerosis by Cascaded Regression Neural Networks
Jingnan Jia, Marius Staring, Irene Hernández-Girón +3
Visually scoring lung involvement in systemic sclerosis from CT scans plays an important role in monitoring progression, but its labor intensiveness hinders practical application.…
eess.IV2021
Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation
Jingnan Jia, Zhiwei Zhai, M. Els Bakker +3
Pulmonary lobe segmentation is an important preprocessing task for the analysis of lung diseases. Traditional methods relying on fissure detection or other anatomical features, suc…