3 papers
eess.IV2020
Recurrent convolutional neural networks for mandible segmentation from computed tomography
Bingjiang Qiu, Jiapan Guo, Joep Kraeima +4
Recently, accurate mandible segmentation in CT scans based on deep learning methods has attracted much attention. However, there still exist two major challenges, namely, metal art…
cs.CV2019
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection
Sunyi Zheng, Jiapan Guo, Xiaonan Cui +3
Accurate pulmonary nodule detection is a crucial step in lung cancer screening. Computer-aided detection (CAD) systems are not routinely used by radiologists for pulmonary nodule d…
cs.CV2018
3D segmentation of mandible from multisectional CT scans by convolutional neural networks
Bingjiang Qiu, Jiapan Guo, J. Kraeima +3
Segmentation of mandibles in CT scans during virtual surgical planning is crucial for 3D surgical planning in order to obtain a detailed surface representation of the patients bone…