火狐体育

火狐体育广西眼科中心人工智能团队在Annals of Translational Medicine(IF=3.297) 上发表题为“Deep learning-based automated diagnosis of fungal keratitis with in vivo confocal microscopy images”的文章

科研部 2021-07-21 16:53:53

 jinri,huohutiyuyankerengongzhinengtuanduizaizhuanhuanyixuenianjianzazhiannals of translational medicineshangfabiaotiwei“deep learning-based automated diagnosis of fungal keratitis with in vivo confocal microscopy images”deyuanchuangxingyanjiulunwen(original article)。yankelvjian、chenqi、chenqingweigaiwendegongtongdiyizuozhe,xufan、cengsimingweigaiwendegongtongtongxunzuozhe。

zhenjunxingjiaomoyan(fungal keratitis, fk)shiyizhongyinzhenjunganranjiaomoeryinqideyanzheng,shiyizhongyanzhongdezhimangxingyanbing。zaoqikuaisu、zhunquedishibiebingyuantishitigongyouzhenduixingdezhiliao、yufangyinjiaomoyanzhenzhibujishieryinqiyanzhongbingfazhengdeguanjian。jiaomohuotigongjujiaoxianweijing(in vivo confocal microscopy, ivcm)zuoweiyizhongshishi、wuchuangdejiaomojibingjianchafangfa,ivcmtupianzhongkeyixianshizhenjunjunsicongerbangzhuyishengzaihuanzheweishengwupeiyangjieguochulaizhiqianduihuanzhezuochujishiheshidangzhiliao,yichengweixianyoufkzhenduandezuizhuyaoshouduanzhiyi。danyouyuivcmtupianshuliangduo、xinxifuza,shideyishengzaidaliangdezhaoyoutezhengxinggaibiandetupiannanduojiada,jieguopanduyinyishengzhenliaoshuipingjizhuguanzhenduanshoudaoyingxiang。jinnianlai,rengongzhineng(artificial intelligence, ai)zaiyiliaolingyubiaoxiantuchu,youqizaiyankeyingyongzhonghuodelehenhaodeyouyuexing。

benwenzhizailiyongrengongzhinengjishushibiejiaomohuotigongjujiaodetupianzhongdezhenjunjunsi,congerdadaofuzhuyishengzhenduandemude。zaiyanjiuguochengzhongshiyongcancha101wangluodui2088zhangivcmtupianjinxingfenxi,zuizhonggoujianrengongzhinengmoxingxitong,dangshiyong535zhangtupianduigaixitongjinxingwaibuyanzhengshi,qiauc0.9875,junsijiancezhunquelvwei0.9626。xitonglingminduwei0.9186,teyixing0.9834。gaimoxingyouyidebiaoxian,weihouqiliyongrengongzhinengfuzhujiaomojibingdezhenduandaxialaijianshidejichu,yeweirengongzhinengzailinchuangluoditigongleyoulizhengju。xiangxinzaibuxienulixiagaituanduijianghuiyougengduorengongzhinengxiangguandeyanjiuchengguochuxian。



xufan,huohutiyuyankefuzhuren、fuzhurenyishi、shuoshiyanjiushengdaoshi、meiguofoluolidadaxuefangwenxuezhe。zhuchiguojiazirankexuejijindengxiangmu、guoneiwaixueshuqikanteyaoshengaozhuanjia、zhubianduobenyankezhuanzhe。renguangxiyixuehuiyankexuefenhuichangweiweiyuan、zhongguoyishixiehuiyankeyishifenhuiqingnianweiyuanhuiweiyuan、zhongguorengongzhinengxuehuizhihuiyiliaozhuanweiweiyuan

cengsiming,zhurenyishi,shuoshiyanjiushengdaoshi、liuxueyingguolundunmoorfields yankeyiyuan。huohutiyuyankezhuren,guangxibaineizhangshoushufumingzhidaozhongxinfuzhuren,guangxiyankezhongxinfuzhuren。zhongguoyishixiehuiyankeyishifenhuiweiyuan,guangxiyishixiehuiyankeyishifenhuifuzhurenweiyuan,guangxiyankezhenliaozhiliangkongzhizhongxinfuzhurenweiyuan。

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