Zaiane O - Search Results

1

A ℓ_{2, 1} norm regularized multi-kernel learning for false positive reduction in Lung nodule CAD.

Cao P, Liu X, Zhang J, Li W, Zhao D, Huang M, Zaiane O. Cao P, et al. Among authors: zaiane o. Comput Methods Programs Biomed. 2017 Mar;140:211-231. doi: 10.1016/j.cmpb.2016.12.007. Epub 2016 Dec 15. Comput Methods Programs Biomed. 2017. PMID: 28254078

2

Measure oriented cost-sensitive SVM for 3D nodule detection.

Cao P, Zhao D, Zaiane O. Cao P, et al. Among authors: zaiane o. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:3981-4. doi: 10.1109/EMBC.2013.6610417. Annu Int Conf IEEE Eng Med Biol Soc. 2013. PMID: 24110604

3

Ensemble-based hybrid probabilistic sampling for imbalanced data learning in lung nodule CAD.

Cao P, Yang J, Li W, Zhao D, Zaiane O. Cao P, et al. Among authors: zaiane o. Comput Med Imaging Graph. 2014 Apr;38(3):137-50. doi: 10.1016/j.compmedimag.2013.12.003. Epub 2013 Dec 21. Comput Med Imaging Graph. 2014. PMID: 24418073

4

Ensemble based adaptive over-sampling method for imbalanced data learning in computer aided detection of microaneurysm.

Ren F, Cao P, Li W, Zhao D, Zaiane O. Ren F, et al. Among authors: zaiane o. Comput Med Imaging Graph. 2017 Jan;55:54-67. doi: 10.1016/j.compmedimag.2016.07.011. Epub 2016 Aug 1. Comput Med Imaging Graph. 2017. PMID: 27507324

5

Nonlinearity-aware based dimensionality reduction and over-sampling for AD/MCI classification from MRI measures.

Cao P, Liu X, Yang J, Zhao D, Huang M, Zhang J, Zaiane O. Cao P, et al. Among authors: zaiane o. Comput Biol Med. 2017 Dec 1;91:21-37. doi: 10.1016/j.compbiomed.2017.10.002. Epub 2017 Oct 6. Comput Biol Med. 2017. PMID: 29031664

6

Generalized fused group lasso regularized multi-task feature learning for predicting cognitive outcomes in Alzheimers disease.

Cao P, Liu X, Liu H, Yang J, Zhao D, Huang M, Zaiane O. Cao P, et al. Among authors: zaiane o. Comput Methods Programs Biomed. 2018 Aug;162:19-45. doi: 10.1016/j.cmpb.2018.04.028. Epub 2018 May 3. Comput Methods Programs Biomed. 2018. PMID: 29903486

7

Efficient multi-kernel multi-instance learning using weakly supervised and imbalanced data for diabetic retinopathy diagnosis.

Cao P, Ren F, Wan C, Yang J, Zaiane O. Cao P, et al. Among authors: zaiane o. Comput Med Imaging Graph. 2018 Nov;69:112-124. doi: 10.1016/j.compmedimag.2018.08.008. Epub 2018 Aug 25. Comput Med Imaging Graph. 2018. PMID: 30237145

8

Hi-GCN: A hierarchical graph convolution network for graph embedding learning of brain network and brain disorders prediction.

Jiang H, Cao P, Xu M, Yang J, Zaiane O. Jiang H, et al. Among authors: zaiane o. Comput Biol Med. 2020 Dec;127:104096. doi: 10.1016/j.compbiomed.2020.104096. Epub 2020 Nov 3. Comput Biol Med. 2020. PMID: 33166800

9

MSDS-UNet: A multi-scale deeply supervised 3D U-Net for automatic segmentation of lung tumor in CT.

Yang J, Wu B, Li L, Cao P, Zaiane O. Yang J, et al. Among authors: zaiane o. Comput Med Imaging Graph. 2021 Sep;92:101957. doi: 10.1016/j.compmedimag.2021.101957. Epub 2021 Jul 24. Comput Med Imaging Graph. 2021. PMID: 34325225

10

Rethinking modeling Alzheimer's disease progression from a multi-task learning perspective with deep recurrent neural network.

Liang W, Zhang K, Cao P, Liu X, Yang J, Zaiane O. Liang W, et al. Among authors: zaiane o. Comput Biol Med. 2021 Nov;138:104935. doi: 10.1016/j.compbiomed.2021.104935. Epub 2021 Oct 13. Comput Biol Med. 2021. PMID: 34656869

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