Lung nodule detection in CT using 3D convolutional neural networks
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[1] Le Lu,et al. Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries , 2011, MICCAI.
[2] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[3] Yoshua Bengio,et al. Understanding the difficulty of training deep feedforward neural networks , 2010, AISTATS.
[4] Bram van Ginneken,et al. Off-the-shelf convolutional neural network features for pulmonary nodule detection in computed tomography scans , 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).
[5] Konstantinos Kamnitsas,et al. Multi-scale 3D convolutional neural networks for lesion segmentation in brain MRI , 2015 .
[6] Bram van Ginneken,et al. Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks , 2016, IEEE Transactions on Medical Imaging.
[7] Hiroshi Fujita,et al. Automated detection of pulmonary nodules in PET/CT images: Ensemble false-positive reduction using a convolutional neural network technique. , 2016, Medical physics.
[8] Temesguen Messay,et al. A new computationally efficient CAD system for pulmonary nodule detection in CT imagery , 2010, Medical Image Anal..
[9] Nima Tajbakhsh,et al. Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? , 2016, IEEE Transactions on Medical Imaging.
[10] Richard C. Pais,et al. The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): a completed reference database of lung nodules on CT scans. , 2011, Medical physics.
[11] C. Gatsonis,et al. Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening , 2012 .
[12] Bram van Ginneken,et al. A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification , 2009, Medical Image Anal..
[13] James V. Miller,et al. Model-Based Analysis of Local Shape for Lesion Detection in CT Scans , 2005, MICCAI.
[14] Jan Cornelis,et al. A novel computer-aided lung nodule detection system for CT images. , 2011, Medical physics.
[15] Ronald M. Summers,et al. DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation , 2015, MICCAI.
[16] Ilaria Gori,et al. Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study , 2010, Medical Image Anal..
[17] Berkman Sahiner,et al. Computer-aided diagnosis of pulmonary nodules on CT scans: improvement of classification performance with nodule surface features. , 2009, Medical physics.
[18] Hyojin Kim,et al. Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data , 2016, SPIE Medical Imaging.
[19] Ronald M. Summers,et al. Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning , 2016, IEEE Transactions on Medical Imaging.
[20] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[21] Junjie Bai,et al. Learning orientation invariant contextual features for nodule detection in lung CT scans , 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).
[22] James V. Miller,et al. Lung Nodule Detection Via Bayesian Voxel Labeling , 2007, IPMI.
[23] Matthew D. Zeiler. ADADELTA: An Adaptive Learning Rate Method , 2012, ArXiv.
[24] Christopher Joseph Pal,et al. Brain tumor segmentation with Deep Neural Networks , 2015, Medical Image Anal..