Chunfeng Lian
TitleCited byYear
An evidential classifier based on feature selection and two-step classification strategy
C Lian, S Ruan, T Denœux
Pattern Recognition 48 (7), 2318-2327, 2015
552015
Selecting radiomic features from FDG-PET images for cancer treatment outcome prediction
C Lian, S Ruan, T Denœux, F Jardin, P Vera
Medical image analysis 32, 257-268, 2016
442016
Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images
C Lian, J Zhang, M Liu, X Zong, SC Hung, W Lin, D Shen
Medical image analysis 46, 106-117, 2018
282018
Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI
C Lian, M Liu, J Zhang, D Shen
IEEE transactions on pattern analysis and machine intelligence, 2018
252018
Dissimilarity metric learning in the belief function framework
C Lian, S Ruan, T Denoeux
IEEE Transactions on Fuzzy Systems 24 (6), 1555-1564, 2016
232016
Synthesizing missing PET from MRI with cycle-consistent generative adversarial networks for Alzheimer’s disease diagnosis
Y Pan, M Liu, C Lian, T Zhou, Y Xia, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2018
192018
Joint tumor segmentation in PET-CT images using co-clustering and fusion based on belief functions
C Lian, S Ruan, T Denœux, H Li, P Vera
IEEE Transactions on Image Processing 28 (2), 755-766, 2018
162018
Spatial evidential clustering with adaptive distance metric for tumor segmentation in FDG-PET images
C Lian, S Ruan, T Denœux, H Li, P Vera
IEEE Transactions on Biomedical Engineering 65 (1), 21-30, 2017
152017
Volume-based analysis of 6-month-old infant brain MRI for autism biomarker identification and early diagnosis
L Wang, G Li, F Shi, X Cao, C Lian, D Nie, M Liu, H Zhang, G Li, Z Wu, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
92018
Outcome prediction in tumour therapy based on Dempster-Shafer theory
C Lian, S Ruan, T Denœux, P Vera
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 63-66, 2015
82015
A deep Boltzmann machine-driven level set method for heart motion tracking using cine MRI images
J Wu, TR Mazur, S Ruan, C Lian, N Daniel, H Lashmett, L Ochoa, I Zoberi, ...
Medical image analysis 47, 68-80, 2018
72018
Robust cancer treatment outcome prediction dealing with small-sized and imbalanced data from FDG-PET images
C Lian, S Ruan, T Denœux, H Li, P Vera
International Conference on medical image computing and computer-assisted …, 2016
72016
Dempster-Shafer theory based feature selection with sparse constraint for outcome prediction in cancer therapy
C Lian, S Ruan, T Denœux, H Li, P Vera
International conference on medical image computing and computer-assisted …, 2015
62015
Multimodality semantic segmentation based on polarization and color images
F Wang, S Ainouz, C Lian, A Bensrhair
Neurocomputing 253, 193-200, 2017
52017
Construction of spatiotemporal infant cortical surface atlas of rhesus macaque
F Wang, C Lian, J Xia, Z Wu, D Duan, L Wang, D Shen, G Li
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
32018
MO‐AB‐BRA‐10: Cancer Therapy Outcome Prediction Based On Dempster‐Shafer Theory and PET Imaging
C Lian, H Li, T Denoeux, H Chen, C Robinson, P Vera, S Ruan
Medical physics 42 (6Part27), 3549-3549, 2015
32015
Weakly Supervised Deep Learning for Brain Disease Prognosis Using MRI and Incomplete Clinical Scores
M Liu, J Zhang, C Lian, D Shen
IEEE transactions on cybernetics, 2019
22019
Active learning with noise modeling for medical image annotation
J Wu, S Ruan, C Lian, S Mutic, MA Anastasio, H Li
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
22018
Joint feature transformation and selection based on Dempster-Shafer theory
C Lian, S Ruan, T Denœux
International Conference on Information Processing and Management of …, 2016
22016
Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks
T Liu, Q Guo, C Lian, X Ren, S Liang, J Yu, L Niu, W Sun, D Shen
Medical image analysis 58, 101555, 2019
12019
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