大发体育

此前，华西医院与某科技公司达成深度合作、联合成立医学人工智能研发中心的新闻燃爆各大主流媒体，甚至中央媒体也予以新闻报道。这家公司就是四川希氏异构医疗科技有限公司（以下简称希氏异构），双方共同建立的研发中心称为华西—希氏医学人工智能研发中心，zhizaikaizhanxitongxingdeduoxuekedeyixuerengongzhinengjishuyanfa、zhuanhua、yingyonghetuiguang。

xishiyigou，yigetingqilaichongmannonghoukehuansecaidemingzi，shijidayoushenyi。xishiyigouchuangshirensongjiegaosubeiqiaoshe，gaimingzishi“erheyi”dejiejing，“xishi”，daibiaoxiyixuezhongdekuangshizhuanzhu《xishineikexue》，dongyiliaodeneixingrenyikandao“xishi”，jiuhuilianxiangdaogongsideyiliaoshuxing；er“yigou”，laiyuanyiguquanfangshijiamengdeguojidingjirengongzhinengkexuejiawurenboshituandui，wurenboshichuangbandegongsiqumingyigoukeji（novumind），liangdazhutihebingdanshenglexiqiyouxijingdexinmingzi。

正如其名，出身临床医生的宋捷表示，医学人工智能有两个关键词，一是医疗，一是人工智能，这两大核心缺一不可。yiliaoqiangdiaodishilinchuangyiliaojishuhelinchuangyiliaoshuju，libukaiyiliulinchuangzhuanjiadezhishihezhichi，erhuaxiyiyuanzuoweizhongguozuihaodeyiliaojigouzhiyi，yongyouguoneidingjian、guojiyiliudelinchuangjingyan、jishuyugaozhiliangyiliaodashuju，shifeichangbaoguide。

“guoquqibanian，huaxiyiyuanyizhiwenjuyiliaojigouzonghepaimingdier、xueshupaimingdiyidebaozuo，yongyoupangdaqieyouzhiyiliaodashuju，zheizaiguoneiquzhikeshu，womenhehuaxiyiyuandachenghezuojiangchengweigongsizhuyaojingzhengyoushizhiyi。”

julejie，songjiezaonianconglinchuangyishengzhuanxingqiyeguanli，cengzaiduogeyiliaolingyuneichicheng，baokuokaifaguoneizuizaodehisxitong、renzhizhimingyaoqigaoguan、chuangbanyiliaoqixieqiye、canyuduojiasanjiyiyuanbinggoudeng，zuoweizhiyeyishidesongjiehaiyoushangyejingjixuefangxiangyanjiushengbeijinghezhongouguojishangxueyuanembaxuewei。

作为医疗行业资深人士，宋捷坚信，要做成医疗人工智能，最关键地是必须对医疗行业有深刻理解，“zuoweituanduichuangshiren，wozaiyiliaolingyugengyun20duonian，duizhongguoyiliaotizhiheyunxingkuangjiafeichangqingchu，duiqiyeweilaiyoufeichangzhunquedepanduanhebawo，suoyinengdailingtuanduizoushangzhengquedaolu。”tazixindibiaoshi。

而在人工智能方面，希氏异构有吴韧博士的队伍作强大技术后盾。wurenboshishiguojirengongzhinenglingyudapaizhuanjia，yizhicongshiaijishudicengyanjiu，cengshoubaiduliyanhongyaoqing，zuoweijiechukexuejia，jiarubaidushenduxuexiyanjiuyuan(institute of deep learning，idl)，tongshiyeshiamdgongsixinpianyigouxitongqianshouxijiagoushihehuipushiyanshicudazhongxinqianshouxikexuejia。

xianzai，wurenboshijiamengxishiyigou，weiqiyedailai40duoweiailingyudingjianzhuanyerencaizuohoudun，tianchonggongsiaikejiyanfashili，qizhongyaojiazhibuyaneryu。

值得一提地是，希氏异构目前使用的计算平台，是吴韧博士自主设计研发的超级计算机。yinweixiangbiyunduankaifangshijisuanpingtaiheshimianshangpinhuadegaoxingnengjisuanji，tamendechaojijisuanjidejisuanliyouyuqishubei、shishubei。

chaojijisuanjidechaosuannenglitixianzai，tongyangyizushuju，jisuanqilaigengkuai，sulvchengjibeidaoshijibeiditisheng，nengzaidanweishijianchuligengdashujuliang，zuochugengyouhuademoxing；tongyangdeshujuliang，dangqitajiqiwanchengyicijisuan，xishiyigouyiwanchengjici、shijicideshengjidiedai，chaosuannenglikejianyiban。

宋捷解释，人工智能的开发能力主要指两个方面，一是算法，一是算力。全球范围比较，深度学习算法各公司大同小异，但算力却千差万别。“shijishang，zheiyilunaijishugeming，jisuannenglijiangqijuedingxingshengfuzuoyong，erxishiyigouqiahaoyouzheigenengli。”

“muqianjuedabugongsimeiyouzhuanshudechaojijisuanji，zhinengcaiyonggongyonggongxiangdekaiyuanjisuanpingtai，duiyuyigezhuanyedexiangmulaijiang，qijisuannenglixianranbunengyuzhuanmenyanfa、duzishiyongdechaosuanzhongxintongrieryu。”

tagaosubeiqiaoshe，guoneihenduorengongzhinengjishugongsidoushijiyuaikaiyuanjishuzuomoxingxunlian，kaifangdeyunduanpingtaishuyukaiyuanjishuzhiyi，huomianfeishiyonghuofufeihenshao，zheileikaiyuanjishuwangwangbushizuixianjin、zuiyouzhenduixingde。danwurenboshidechaojijisuanjimuqianzaishimianshangbingwuxiaoshou，jingongtamenzijishiyong，“shiwomendezhuanyonggongju，erqietadejisuannenglihaijiangjixugaijinhetisheng。”

据悉，希氏异构依托异构公司在硅谷的实验室和研究中心，汲取了更多尖端前沿的技术。 “除了AI技术的开发能力外，应用能力也很关键；吴韧博士新近发布的AI芯片，为我们AI技术的产品化带来了极大的便利，zheikuanxinpianbingbushijiandandetongyongxingdeaixinpian，ershiyuwomendeaimoxingshendu‘bangding’，zheiyiweizhewomenyijingbushizaizuochangshixingdeaijishuyanjiu，ershiyoushishizaizaidechanpinhuadeluxian，shishishang，womenyingjianhuadechanpinyezaibujiuqiangongkailumianle。”songjiejieshaodao。

suoyicongziyuanpeizhijiaodu，xishiyigoubujulehuaxiyiyuandeqiangdayiliaonenglibingjiachiguojilingxianderengongzhinengduiwu，zhanjuyiliaojiarengongzhinengliangfangmiandeziyuanyoushi，zheijiangchengweigongsibijianguojidezhishengwuqi。

从2015年开始医学领域AI研究，到2017年3月团队迁移成都，并于华西医院深度合作，希氏异构公司的已推出了不少成果。今年7月，媒体报道研发中心通过对消化内镜图像人工智能识别技术，完成了包括息肉、新生物（肿瘤）以及静脉曲张等多种胃肠道疾病AI诊断。muqian，gaixiangzhinengshibiejishuduiweichangdaoduozhongbutongjibingdezhenduanzhunquelvyijingfenbiedadao92.7%dao96.8%。tongshi，jiyushishineijingjianchadegaoqingshipinliudeaixiaohuaneijingyingjianxitong，yezai11yuefenzhengshizaihuaxiliangxiang，qiliuchangxing、shishixingbiaoxianchuxishiyigouzaiaijishuyingjianhua、chanpinhuafangmiandechaoqiangnengli。

beiqiaoshelejiedao，xishiyigoudexiaohuaneijingpeitaoaiyingjianchanpinyujimingnian3-4yuefennadaocfda renzheng，bingqiehaijiangpaishengchusanzhongbutongxingtaichanpin，baokuorengongzhinengxiaohuaneijing、rengongzhinengxiaohuaneijingdeyunduanpandingpingtai、jirengongzhinengxiaohuaneijingpandingyiqideng。

jutilaishuo，yizhongshiyunduan、wanquanruanjianhuadeyiliaofuwu，yiyuanhuafeihenshaochengben，jiangxiaohuaneijingheyunduanlianjie，yituoxishiyigoudeyunduanjishuzuopanding；yizhongshirengongzhinengxiaohuaneijingshebei，yijishushouquanfangshiyunxuxiaohuaneijingshengchanshanghebufenjiaonangneijingshengchanshangshengchan，xishiyigoucongzhongshouqushouquanfeiyong；haiyouyizhongshixishiyigouzijishengchanxiaohuaneijingpandingyi，zhijieshoumaijiyiliaojigou，rangyiyuanyuyiyoudexiaohuaneijinglianjie，bianshenrengongzhinengxiaohuaneijing，shuyuyuanyoushebeideshengjigaizao。 

实际上，希氏异构与华西医院的合作并不局限消化内镜领域，官方合作领域包括病理、CT、磁共振、超声等；jinyixiaohuaneijingweili，zhengzaikaifahuoyoudaikaifadebinglishuyijiejinbaiwanjibie。mingniannianchuhaijiangluxutuichugezhongyiliaolingyubijiaochengshudejishuhechanpin，chuleweiyiliaojigoutigongchanpinwai，xishiyigou2cdejishu、chanpinyehenkuaituichu，shejidelingyujuebujinjinshixiaohua。songjietoulu。

“gentuxiangxiangguandebutongyiliaoxifenzhuanyedeyanfapingtaidoushixiangside，womenqianqishijiyuyixuetuxiangderengongzhinengyanjiu，zhihoubujinzheyanxiaohuajibing，haijiangshejibutongjiaochaxuekejiandeyanfa，congjibingzhenduan、yucedaozhiliaokaifagengduoyingyong，shijichengshudouhuifuchushuimian。suizheaijishudefazhan，jintianlinchuangzhuanjiayanzhongde‘bing’，weilaikenengjinjinshi‘zheng’；aiyiliaodaolaidesudukenengyuanbiwomenxiangxiangdekuai！”

julejie，guojishangmuqianhaiweijianyougengchaoqiandexiaohuaneijingaijishugongbu，xishiyigouzaigailingyuchuyuqianyandiwei。

谈及应用场景，宋捷认识清晰而明确。对于基层医疗机构，能弥补技术能力不足、医疗资源匮乏的短板，对于公立医院临床水平较高的医生，能提高医疗效率，suoduanzhenduanshijian，shifanggengduoyiliaonengli，rangyishengjingligengjujiaohuochengdangengduojibingzhenduan。

市场规模也不可小觑，他保守估计，公司未来3~5年直接和间接的营收将不低于30亿元。tatanyan，suiranxiangbiai“guojiadui”dedagongsi，xishiyigouhaihennianqing，danxiangduiyu“quanmiankaihua”dedaqiye，“xiaogongsi”zeshiqingzhuquanlichengjiuyishi，yincizaijutidejishulingyu，buhuibijuwubamencha，shishishangxishiyigouyebiaoxianchuletadeyoushi。

songjiezaiyiliaolingyuwenzhawendaershinian，duiyiliaojishushangyehuajuyoufengfujingyan。tarenwei，xishiyigouyuhuaxiyiyuandeshenduhezuo，yeshidaduoshugongsiyuyiliaojigoujiandeqiancenghezuonanyibinide。

qiancenghezuotongchangshihemouxiezhuanjiahuogebiekeshihezuo，zhuyaojizhonglinchuangqianqideyanjiu，suiranyehenyoujiazhi，danzuidawentiyishihezuoziyuanyouxian，ershiweilaichanquanbuming，sanshiweilailiyifenpeibuming，zheixiejiangdaozhiweilaishangyehuakenengxingjidihuozhejinan。

而与华西医院的合作，是和医疗法人机构官方合作，代表双方将全力以赴地支持项目研发，未来成果也是双方共享，这就为产业化和商品化铺平道路。

chuleyuhuaxiyiyuanlianhechengliyanfazhongxin，xishiyigouzaijishushangzhenzhengzuodaoyishenduxuexiweineihe，yucaiyongzaoqijiqixuexijishudeaigongsijieranbutong。

julejie，aijishufazhandelishifenshuilingjiushishenduxuexi（deep learning）jishudexingqi，erciqianshijiqixuexi（machine learning）shidai。

suoweijiqixuexi，shirenleijiangyiwangjingyanhezhishishurujisuanji，biruzhuanjiajiangsuoyouzhishibiaozhuhougaosujisuanji，rangqimonihuoshixianrendexuexixingwei，suoyijisuanjizuiduoherenleishuipingxiangdang，erbukenengchaoguorenlei；shenduxuexishijiyujuanjishenjingwangluodejishu，zhuanjiajianghailiangshujuhuotuxiangxinxijiaojijisuanji，youtazijichouxiangshiwutezhengwanchengzizhuxuexi，huodeqiansuoweiyoudexinfaxianerzuizhongchaoyuerenlei。“shenduxuexidebenzhishirangjisuanjihuodeduishiwude‘zhijue’，erbushirangjisuanjijinjinxuehuirenleidepanduanbiaozhun”，zheishisongjieduishenduxuexijishudelijie。

“我们会请专家对不同图像进行分类，再将同类型的大量图像输入计算机，训练计算机建立模型，这才是真正的深度学习过程。”宋捷说。

纵观宋捷的事业发展轨迹，他不仅横跨不同细分领域，也有从基层到高层的蜕变，但为何会在2015年投身全新的医疗AI领域？他解释，人工智能医疗从最终属性来讲，本质上还是医疗，人工智能只是技术或工具，如果想将医疗做好，纯粹AI专家或IT专家是很难驾驭的，基于以往经验，他认为AI技术将是带动医疗大发展、为医疗带来重大变革的关键性突破口。

“wobushiaizhuanjia，yebuhuitingliuzaijishu、chanpincengmianlaikandaiyiliao，woyugandaodeshiaijiangdailaiweilaiyiliaodedabiange，zheichangbiangezuyidapoguoquzhangjiuyilaiyiliaolingyudeqiangdabilei，ranggengduodewaibuziyuannengjinruyiliaolingyu，zheishihendadejihui，zheizhongjihuishijishudeyeshishangyede。”

从战略眼光分析全球AI技术，美国还是走得很快。“我有几点深刻体会，首先，AI技术对全球任何国家而言都是起步阶段，中国近30年的发展使得我们的医疗水平不再落后，而且我们的病例资源远超欧美国家；美国法律造成研究医疗数据的难度比国内更大，所以我判断中国人工智能在医疗领域极有可能走到世界前列。”

医疗AI目前的瓶颈非AI技术而是医疗本身而，但无论如何其发展速度将超乎我们的预期。“可以断定，AI技术开始在多领域实现临床应用，不会需要5年、10年，大概也就3年左右。”宋捷表示。