曹鹏
· 论文成果
Yafang Chen, Peng Cao*. An end-to-end framework for pulmonary nodule detection and false positive reduction from CT Images. ISICDM. 2020..
Peng Cao*, Zeyu Teng, Min Huang, Jinzhu Yang, Dazhe Zhao, Amine Trabelsi, and Osmar Zaiane, An ensemble framework with l21-norm regularized hypergraph laplacian multi-label learning for clinical data prediction, 10th International Workshop on Biomedical and Health Informatics, in conjunction with IEEE BIBM, San Diego, USA, 18-21 November 2019..
Peng Cao*, Shanshan Tang, Min Huang, Jinzhu Yang, Dazhe Zhao, Amine Trabelsi, Osmar Zaiane, Feature-aware Multi-task feature learning for Predicting Cognitive Outcomes in Alzheimer’s disease, IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM), San Diego, USA, 18-21 November 2019..
Peng Cao*, Xiaoli Liu, Shuang Liu, Jinzhu Yang, Dazhe Zhao, Min Huang, Osmar R. Zaiane, L_2,1-L_1 regularized nonlinear multi-task representation learning for cognitive performance prediction of Alzheimer's disease[J]. Pattern Recognition, V79, pp 195-215, July 2018..
Peng Cao*, Xiaoli Liu, Dazhe Zhao, Min Huang, Osmar Zaiane, Jian Zhang, Wei Li, l2,1-norm regularized multi-kernel based joint nonlinear feature selection and over-sampling for imbalanced data classification[J]. Neurocomputing, Vol. 234, Issue C, pp 38-57, April 2017..
Xiaoli Liu, Peng Cao, Dazhe Zhao, Arindam Banerjee. Multi-task Spare Group Lasso for Characterizing Alzheimer's Disease[C].Workshop on Data Mining for Medicine and Healthcare (DMMH), SDM, 2016..
Peng Cao*, Xiaoli Liu, Osmar R. Zaiane, Dazhe Zhao, Sparse multi-kernel based multi-task learning for joint prediction of clinical scores and biomarker identification in Alzheimer's Disease[C]. 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 10-14 September, 2017, Quebec City, Canada..
Peng Cao*, Dazhe Zhao, Osmar R. Zaiane, A Optimized Cost-Sensitive SVM for Imbalanced Data Learning[C]. 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining(PAKDD), GoldCoast, Australia, 14-17 April, 2013..
Peng Cao*, Xiaoli Liu, Hang Bao, Dazhe Zhao,Restricted Boltzmann machines based oversampling and semi-supervised learning for false positive reduction in breast CAD. Bio-medical materials and engineering 26(s1):S1541-S1547, 2015..
Wei Li, Peng Cao*, Dazhe Zhao, Junbo Wang. Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images[J]. Computational and Mathematical Methods in Medicine 2016:1-7..