rengongzhineng (ai) zaiyixuezhongdeyingyongyiyinqiguangfanguanzhu，aifuzhuxiaohuaneijingzhenduanchengweixingyeyanjiuredian。linchuangshangneijingcaozuoyouneijingyishiwancheng，zhenduanzeyikaoyishirouyanjiehebinglihuojianwancheng，qibenzhishiyigebuduanjileijingyan、zhujianwanshandeguocheng。aifuzhuneijingzhenduanyouwangtigaoneijingyishiduixiaohuadaobingzaodejianchulv，youxiaojianshaowuzhenhelouzhen。
lijingjinianfazhan，ai+yiliaoyizhubujinruxingyexipaijieduan，congzuichude“xinxian”zouxiang“luodi”，dangxia，zhenzhengnengluodideaiyiliaoxiangmuyongyougengduoshichanghehuayuquan。
9yue11ri-13ri，youzhonghuayixuehuihezhonghuayixuehuixiaohuaneijingxuefenhuizhubande“2020nianzhongguoxiaohuaneijingxuenianhui”yuxianshangzhaokai。huishang，zhonghuayixuehuixiaohuabingfenhuihourenzhuwei、huaxiyiyuanxiaohuaketangchengweijiaoshoujiu《rengongzhinengzhulixiaohuaneijing》baogaojinxinglejingcaiyanjiang，bingfenxianglehuaxiyiyuanyuxishiyigouxiaohuaneijingaixiangmuzuixinjinzhan，xiyinyejieqianglieguanzhu。
消化内镜AI研发现状与痛点：论文多产品少，在未知病变难发挥作用
ju《linchuangyishiaizhengzazhi》（ca cancer j clin）zaixiankanfade2015nianaizhengtongjishujuxianshi，zhongguoxiaohuadaozhongliudaguo，jinweiainianfabinganlijiugaoda67.91wanli，siwangyue50wanli，zhanzongaizhengsiwangbilide17.7%。
zuoweixiaohuadaojibingzuizhijiedejianchashebei，xiaohuaneijingzaiwoguoyijingfeichangpuji，danwoguodexiaohuadaojibing，youqishiexingzhongliudezaozhenzaozhigongzuo，kaizhandebingbujinrenyi，qizhuyaoyuanyinzaiyuneijingyishengpeiyangzhouqijiaozhang，yigeyoujingyandeyishengzhishaoxuyaoshinianyishangdepeiyangzhouqi，rencaidepeiyangyilaiyushijiandeduiqi，rencaixiangduixique，zhiyuelexiaohuadaojibingdezhenzhishuiping。
tangchengweijiaoshouzhichu，xiaohuaneijinglingyuxuqiuliangda，yihugongzuoliangda，xiaohuaneijingrengongzhinengjishuheshebeideyanfa，jiangyouwanggaibianzheiyixianxiang。
xiaohuaneijingaimubiaoshitigaozhenduanxiaolv，quanmiantishengzhenduanzhunquelv，tongguoaijishu，jianshexinxingneijingzhenliaotixi，fahuiquyuyiliaozhongxindezhikongzuoyong，weiluoshiwoguofenjizhenliaozhengcezhuli。
“guoneixiaohuaneijingzhenzhishuipingcanchabuqi，henduohuanzheyincijingliduocineijingjiancha，zengjiaxiangguanjianchafengxian，langfeiyiliaoziyuan。xiaohuaneijingaijishudekaizhan，duiyugaodengjiyiyuanlaishuo，rangyihujiyuhuanzhegengduodehehu，shiyishengtengchugengduojinglizuohaoweichuangzhiliao；duiyudidengjiyiyuanlaishuo，nenggoukefuyishengshoupeixunjijingyanbuzuderuodian。”tangchengweijiaoshoubiaoshi。
zaihuishang，tangchengweijiaoshoujiuxiaohuaneijingaimuqiandexianzhuanghetongdianzuolexiangguanjiedu。tazhichu：
yi、xiaohuaneijingailingyulunwenduo、chanpinshao，zhenzhengfuzhushijiandexiangmubuduo。
er、neijinglinchuangzhenduanrengyoubuzu。yishengtongchangmianduideshiweizhideneijingbingbian，jinyongjiancemouzhongyizhibingbiandeaifuzhushebei，nanyizaimianduigezhongweizhibingbianshifahuifuzhuzuoyong。
san、aijianceshuizhunzanshiweinengchaoyueneijingyisheng。longqixingbingbianshineijingguanchadaodezhuyaobingbianzhiyi，kenengweixirou、yanxingbingbian、zaoqihuojinzhanqiai、xueguanbingbian、pinghuajiliudeng。jinyibuzhenbieneijingxiadelongqixingbingbian，duiyuneijingyishibingbukunnan，jishishaoshulongqixingbingbiandejianbieyounandu，aiweibinengshengguoneijingyisheng。
“neijingyishengzuixuyaoaifuzhudeshi，zaijianchaguochengzhongxiezhujishifaxianbingbian，bimianloudiaobingbian，zheiduiyujingyanbuzu、chengdandagongzuolianghuopilaozhuangtaideyishengyouweiyouyong。”tangchengweijiaoshouzhichu。
国内首个消化内镜AI产品已获证，二代产品研发中
2017nian3yue，huaxiyiyuanyuxishiyigouyiliaokejigongsilianhechenglidehuaxi-xishiyixuerengongzhinengyanfazhongxin，yitangchengweijiaoshoutuanduiweihexin，shuangfangzaixiaohuaneijingrengongzhinengchanpinyanfafangmianjinxingleshenduhezuo。
muqian，xishizaixiaohuaneijingailingyudeyanfachengguofugaiquanxiaohuadao，shejibaokuozhongliu、xirou、weisuoxingbingbian、kuiyangleibingbian、milanxingbingbian、xueguanbingbiandengduoleibiebaiyuzhongjibing。
tangchengweijiaoshoujieshao，lijing3nianshijiandetansuoheyanjiu，zhongxinzaixiaohuaneijingailingyuqudelebucuodechengguo。jiyucnnsyuanlishejiderengongshenjingwangluo，jiangdaliangneijinglongqixingbingbiantupianzhuanhuanweifuzashujuxinxi，jinxingneijingcadxitongmoxingxunlian，chenggongdanshenglediyitaixiaohuaneijingyingxiangshishifuzhuzhenduanshebei（neijingaishebei）。
zaiwanchenglejin500lidelinchuangshiyanhou，zheikuanxiaohuaneijingyingxiangshishifuzhuzhenduanshebeiyu2020nian4yueyijinghuodeleyaojianbumendeshenpi，zuoweiyiliaoshebeizhunyujinrulinchuangyingyong，zheiyeshiqijinweizhiguoneihuopidediyitaixiaohuaneijingtuxiangfuzhuzhenduanshebei。
zuoweiguoneidiyigeyingjianshebeihuadexiaohuaaichanpin，gaikuanchanpinyoushenmetedian？
shouxian，gaikuanchanpindadaoleshejibiaozhun，shibiesudufeiliexiaoyuneijingyisheng，keyuneijingyishengtongshifaxianlongqixingbingbian。changjingxiadui≥5mmlongqixingbingbiandeminganxinggenggao，da96.81%。
qici，neijingaishebeizai“zhushou”dejiaosezhong，biaoxianyouyushejiqiwangzhi，duijinhouneijingaishebeiyanfadexingyebiaozhunzhidingtigongleyouyidejichu。
zuihou，gaichanpinkebangzhuyishengshishi、gaoxiaodifaxianbingbian；xiliechanpinkeduiquanxiaohuadao（shang、xiaxiaohuadao）deduozhongbingbianshixiankuaisu、gaoxiaodeshibie，youxiaojiejuelinchuangtongdian。congjibingdefugaimian、linchuangchanpinhuadengduogejiaodu，gaichanpinchuyuguojilingxiandiwei。
tangchengweijiaoshoujieshao，xiaohuaneijingtuxiangfuzhuzhenduanshebeizhishichuqideyigechanpin，rengongzhinengjishuzaixiaohuaneijinglingyudeyingyong，juebujuxianyumouyizhonghuojizhongbingbiandeshishijianchu，gengduodeyingyongjiangluxufugaixiaohuaneijingjianchadebutonghuanjie。
muqianzuixinyanjiuchengguoyijingquyuchengshu，yuxishiyigouhezuoyanfadeerdaichanpinyeyijingjibendingxing。tazhichu，erdaichanpinjiangyulinchuangjiehegengweijinmi, shentoudaoxiaohuaneijingjianchadegengduohuanjie，yifangmianzaishishishipinduobingbiandeshibieshangyouxindetupo，lingyifangmianzaibingbiandingxing、dinglianghezhikongfangmian，yougengduojishutuichu，shixianzaixiaohuaneijingjianchadeqianduanhehouduanzuozhengtixingdebuju。
zi2017nianyilai，aizuoweiyixiangguojiazhanlve，yizaipifuai、tangniaobingshiwangmobingbianzhongfahuizhongyaozuoyong，womenxiangxin，weilaijiyuaideneijingtuxiangzhenduanshibieyouwangzaixiaohuaneijingshaixuanxiaohuadaozaoaifangmianfahuizhongyaozuoyong。
kezhengrukaipiansuojiang，yiliaoai jinglijiniandefazhan，qijiazhizaoyibeiyishengrenke，dangainianzaoyiguole“xinxianqi”，weiyouneixiezhenzhengzaiyiliaochangjingyingyong，jiejueshijiwentidexiangmucainengyongyouzhenzhengdeshichanghuayuquan。