Predicting PET-derived myelin content from multisequence MRI for individual longitudinal analysis in multiple sclerosis.

作者: Wen Wei , Emilie Poirion , Benedetta Bodini , Matteo Tonietto , Stanley Durrleman

DOI: 10.1016/J.NEUROIMAGE.2020.117308

关键词:

摘要: Multiple sclerosis (MS) is a demyelinating and inflammatory disease of the central nervous system (CNS). The demyelination process can be repaired by the generation of a new …

参考文章(58)
Rongjian Li, Wenlu Zhang, Heung-Il Suk, Li Wang, Jiang Li, Dinggang Shen, Shuiwang Ji, Deep learning based imaging data completion for improved brain disease diagnosis. medical image computing and computer-assisted intervention. ,vol. 17, pp. 305- 312 ,(2014) , 10.1007/978-3-319-10443-0_39
Dong Hye Ye, Darko Zikic, Ben Glocker, Antonio Criminisi, Ender Konukoglu, Modality propagation: coherent synthesis of subject-specific scans with data-driven regularization. medical image computing and computer-assisted intervention. ,vol. 16, pp. 606- 613 ,(2013) , 10.1007/978-3-642-40811-3_76
Philipp Fischer, Thomas Brox, None, U-Net: Convolutional Networks for Biomedical Image Segmentation medical image computing and computer assisted intervention. pp. 234- 241 ,(2015) , 10.1007/978-3-319-24574-4_28
Yang Chen, Fei Yu, Limin Luo, Christine Toumoulin, None, Improving abdomen tumor low-dose CT images using dictionary learning based patch processing and unsharp filtering international conference of the ieee engineering in medicine and biology society. ,vol. 2013, pp. 4014- 4017 ,(2013) , 10.1109/EMBC.2013.6610425
Yan Liu, Jianhua Ma, Yi Fan, Zhengrong Liang, Adaptive-weighted total variation minimization for sparse data toward low-dose x-ray computed tomography image reconstruction. Physics in Medicine and Biology. ,vol. 57, pp. 7923- 7956 ,(2012) , 10.1088/0031-9155/57/23/7923
Ninon Burgos, M. Jorge Cardoso, Kris Thielemans, Marc Modat, Stefano Pedemonte, John Dickson, Anna Barnes, Rebekah Ahmed, Colin J. Mahoney, Jonathan M. Schott, John S. Duncan, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sebastien Ourselin, Attenuation correction synthesis for hybrid PET-MR scanners: application to brain studies. IEEE Transactions on Medical Imaging. ,vol. 33, pp. 2332- 2341 ,(2014) , 10.1109/TMI.2014.2340135
Jean Logan, Joanna S. Fowler, Nora D. Volkow, Gene-Jack Wang, Yu-Shin Ding, David L. Alexoff, Distribution Volume Ratios without Blood Sampling from Graphical Analysis of PET Data Journal of Cerebral Blood Flow and Metabolism. ,vol. 16, pp. 834- 840 ,(1996) , 10.1097/00004647-199609000-00008
Stephen M. Smith, Fast robust automated brain extraction Human Brain Mapping. ,vol. 17, pp. 143- 155 ,(2002) , 10.1002/HBM.10062
Qiong Xu, Hengyong Yu, Xuanqin Mou, Lei Zhang, Jiang Hsieh, Ge Wang, Low-Dose X-ray CT Reconstruction via Dictionary Learning IEEE Transactions on Medical Imaging. ,vol. 31, pp. 1682- 1697 ,(2012) , 10.1109/TMI.2012.2195669