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Deep convolutional neural networks for multi-planar lung nodule detection: improvement in small nodule identification
2020
Medical Physics (Lancaster)
Early detection of lung cancer is of importance since it can increase patients' chances of survival. To detect nodules accurately during screening, radiologists would commonly take the axial, coronal and sagittal planes into account, rather than solely the axial plane in clinical evaluation. Inspired by clinical work, the paper aims to develop an accurate deep learning framework for nodule detection by a combination of multiple planes. The nodule detection system is designed in two stages,
doi:10.1002/mp.14648
pmid:33300162
fatcat:jbotre3gwbdpvh7svj2fun74ea