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eess.IV2019★ 13 cited
Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images
Hoileong Lee, Tahreema Matin, Fergus Gleeson +1
The human lung is a complex respiratory organ, consisting of five distinct anatomic compartments called lobes. Accurate and automatic segmentation of these pulmonary lobes from com…
eess.IV2019★ 3 cited
A Multi-Task Self-Normalizing 3D-CNN to Infer Tuberculosis Radiological Manifestations
Pedro M. Gordaliza, Juan José Vaquero, Sally Sharpe +2
We propose a learning method well-suited to infer the presence of Tuberculosis (TB) manifestations on Computer Tomography (CT) scans mimicking the radiologist reports. Latent featu…