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Synthetic augmentation for semantic segmentation of class imbalanced biomedical images: A data pair generative adversarial network approach.
Chai L, Wang Z, Chen J, Zhang G, Alsaadi FE, Alsaadi FE, Liu Q. Chai L, et al. Comput Biol Med. 2022 Nov;150:105985. doi: 10.1016/j.compbiomed.2022.105985. Epub 2022 Sep 6. Comput Biol Med. 2022. PMID: 36137319
Subsequently, to alleviate the influence from the imbalance between lesions and non-lesions areas in biomedical segmentation data sets, we divide the DPGAN into three stages, namely, background stage, mask stage and advanced stage, with each stage deploying a VAEGAN. In su …
Subsequently, to alleviate the influence from the imbalance between lesions and non-lesions areas in biomedical segmentation data sets, we d …
ResNet-AE for Radar Signal Anomaly Detection.
Cheng D, Fan Y, Fang S, Wang M, Liu H. Cheng D, et al. Sensors (Basel). 2022 Aug 19;22(16):6249. doi: 10.3390/s22166249. Sensors (Basel). 2022. PMID: 36016010 Free PMC article.
73 results