Lung Cancer Prediction Using Deep Learning Software : Validation on Independent Multi-Centre Data

Published on Oct 1, 2018in Journal of Thoracic Oncology13.357
· DOI :10.1016/J.JTHO.2018.08.489
Cited By1
#1Marjolein A Heuvelmans (UMCG: University Medical Center Groningen)H-Index: 17
#2Peter M. A. van Ooijen (UMCG: University Medical Center Groningen)H-Index: 20
Last. Matthijs Oudkerk (UG: University of Groningen)H-Index: 94
view all 20 authors...
Abstract Introduction Deep Learning has been proposed as promising tool to classify malignant nodules. Our aim was to retrospectively validate our Lung Cancer Prediction Convolutional Neural Network (LCP-CNN), which was trained on US screening data, on an independent dataset of indeterminate nodules in an European multicentre trial, to rule out benign nodules maintaining a high lung cancer sensitivity. Methods The LCP-CNN has been trained to generate a malignancy score for each nodule using CT d...
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