Survey: application and analysis of generative adversarial networks in medical images.

Ma Yinghua

Yang Heng Ma Yinghua Fiaz Gul Khan Ahmad Khan 0002 Farman Ali 0001 Ahmad Ali AlZubi Zeng Hui Survey: application and analysis of generative adversarial networks in medical images. 39 2025 February 58 Artif. Intell. Rev. 2 https://doi.org/10.1007/s10462-024-10992-z db/journals/air/air58.html#HengYKKAAH25 streams/journals/air

Ma Yinghua Ahmad Khan 0002 Yang Heng Fiaz Gul Khan Farman Ali 0001 Yasser D. Al-Otaibi Ali Kashif Bashir A deep contrastive multi-modal encoder for multi-omics data integration and analysis. 121864 2025 700 Inf. Sci. https://doi.org/10.1016/j.ins.2024.121864 db/journals/isci/isci700.html#YinghuaKHKAAB25 streams/journals/isci

Yang Heng Ma Yinghua Fiaz Gul Khan Ahmad Khan 0002 Zeng Hui HLSNC-GAN: Medical Image Synthesis Using Hinge Loss and Switchable Normalization in CycleGAN. 55448-55464 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3390245 db/journals/access/access12.html#HengYKKH24

Ma Yinghua Yang Heng R. Amarnath Zeng Hui Hard Exudates Segmentation in Diabetic Retinopathy Using DiaRetDB1. 126486-126502 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3455433 db/journals/access/access12.html#YinghuaHAH24 streams/journals/access

Yasser D. Al-Otaibi Farman Ali 0001 Ahmad Ali AlZubi R. Amarnath Ali Kashif Bashir Yang Heng Zeng Hui Ahmad Khan 0002 Fiaz Gul Khan