基于迁移学习的深度卷积生成对抗网络(DC-GAN)和变分自编码器(VAE)模型用于糖尿病视网膜病变检测

{"title":"基于迁移学习的深度卷积生成对抗网络(DC-GAN)和变分自编码器(VAE)模型用于糖尿病视网膜病变检测","authors":"Y. Sravani Devi, S. Phani Kumar","doi":"10.1142/s0219467823400090","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":44688,"journal":{"name":"International Journal of Image and Graphics","volume":" ","pages":""},"PeriodicalIF":0.8000,"publicationDate":"2023-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Deep Convolutional Generative Adversarial Network (DC-GAN) and Variational Auto Encoders (VAE) Models with Transfer Learning Approaches for Diabetic Retinopathy Detection\",\"authors\":\"Y. Sravani Devi, S. Phani Kumar\",\"doi\":\"10.1142/s0219467823400090\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\",\"PeriodicalId\":44688,\"journal\":{\"name\":\"International Journal of Image and Graphics\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.8000,\"publicationDate\":\"2023-04-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Image and Graphics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1142/s0219467823400090\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"COMPUTER SCIENCE, SOFTWARE ENGINEERING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Image and Graphics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1142/s0219467823400090","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"COMPUTER SCIENCE, SOFTWARE ENGINEERING","Score":null,"Total":0}