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如何根据Cox回归Nomogram列线图计算所有患者的风险得分

2020-07-04 网络 网络

Nomogram
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我们通过Cox回归等方法构建临床预测模型，然后根据模型参数把患者的生存概率可视化为Nomogram。“Nomogra”中文常翻译为诺模图或列线图，其本质就是回归方程的可视化。它

dd <- datadist(train) option <- options(datadist = "dd") coxm <- cph(Surv(Months,Status==1) ~ Age+Pathologic_stage+PgR, data = train, x = T, y = T, surv = T) surv <- Survival(coxm) nom <- nomogram(coxm,fun=list(function(x)surv(12, x), function(x)surv(36, x),function(x)surv(60, x)), lp = T,funlabel = c('1-Yeas OS', '3-Year OS','5-YearOS'), maxscale = 100, fun.at = c('0.95','0.85','0.80','0.70','0.6','0.5','0.4','0.3','0.2','0.1')) plot((nom), xfrac = .3) 我们通过Cox回归等方法构建临床预测模型，然后根据模型

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  1. [GetPortalCommentsPageByObjectIdResponse(id=1210907, encodeId=f94a121090e78, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=38, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a7fa6150272, createdName=ms2000001401387191, createdTime=Wed Apr 13 18:14:37 CST 2022, time=2022-04-13, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1081258, encodeId=e3f610812580f, content=很好 很实用 , beContent=null, objectType=article, channel=null, level=null, likeNumber=37, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=6f635482119, createdName=肿瘤-Doctor Zhu, createdTime=Fri Dec 17 20:17:36 CST 2021, time=2021-12-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002889, encodeId=350110028895c, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=46, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:52:35 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002888, encodeId=d74b100288881, content=如何输入病人的相关参数，得出患者的生存率？, beContent=null, objectType=article, channel=null, level=null, likeNumber=55, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:49:45 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1981412, encodeId=700f198141262, content=<a href='/topic/show?id=15a8319384a' target=_blank style='color:#2F92EE;'>#列线图#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=40, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=31938, encryptionId=15a8319384a, topicName=列线图)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=7931272, createdName=liuli5079, createdTime=Mon Nov 16 14:41:34 CST 2020, time=2020-11-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=881639, encodeId=edd88816397a, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=81, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=64245268311, createdName=14818eb4m67暂无昵称, createdTime=Tue Sep 01 08:07:26 CST 2020, time=2020-09-01, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1487559, encodeId=7305148e559c8, content=<a href='/topic/show?id=1e111292927' target=_blank style='color:#2F92EE;'>#Nomogram#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=42, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12929, encryptionId=1e111292927, topicName=Nomogram)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=28d78317991, createdName=lishiwen, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1585388, encodeId=9ae915853883a, content=<a href='/topic/show?id=2e681208016' target=_blank style='color:#2F92EE;'>#MOG#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=31, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12080, encryptionId=2e681208016, topicName=MOG)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a85417178370, createdName=Boyinsh, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=)]
    2022-04-13 ms2000001401387191

    专业

    0

  2. [GetPortalCommentsPageByObjectIdResponse(id=1210907, encodeId=f94a121090e78, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=38, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a7fa6150272, createdName=ms2000001401387191, createdTime=Wed Apr 13 18:14:37 CST 2022, time=2022-04-13, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1081258, encodeId=e3f610812580f, content=很好 很实用 , beContent=null, objectType=article, channel=null, level=null, likeNumber=37, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=6f635482119, createdName=肿瘤-Doctor Zhu, createdTime=Fri Dec 17 20:17:36 CST 2021, time=2021-12-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002889, encodeId=350110028895c, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=46, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:52:35 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002888, encodeId=d74b100288881, content=如何输入病人的相关参数，得出患者的生存率？, beContent=null, objectType=article, channel=null, level=null, likeNumber=55, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:49:45 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1981412, encodeId=700f198141262, content=<a href='/topic/show?id=15a8319384a' target=_blank style='color:#2F92EE;'>#列线图#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=40, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=31938, encryptionId=15a8319384a, topicName=列线图)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=7931272, createdName=liuli5079, createdTime=Mon Nov 16 14:41:34 CST 2020, time=2020-11-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=881639, encodeId=edd88816397a, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=81, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=64245268311, createdName=14818eb4m67暂无昵称, createdTime=Tue Sep 01 08:07:26 CST 2020, time=2020-09-01, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1487559, encodeId=7305148e559c8, content=<a href='/topic/show?id=1e111292927' target=_blank style='color:#2F92EE;'>#Nomogram#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=42, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12929, encryptionId=1e111292927, topicName=Nomogram)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=28d78317991, createdName=lishiwen, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1585388, encodeId=9ae915853883a, content=<a href='/topic/show?id=2e681208016' target=_blank style='color:#2F92EE;'>#MOG#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=31, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12080, encryptionId=2e681208016, topicName=MOG)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a85417178370, createdName=Boyinsh, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=)]
    2021-12-17 肿瘤-Doctor Zhu

    很好 很实用

    0

  3. [GetPortalCommentsPageByObjectIdResponse(id=1210907, encodeId=f94a121090e78, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=38, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a7fa6150272, createdName=ms2000001401387191, createdTime=Wed Apr 13 18:14:37 CST 2022, time=2022-04-13, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1081258, encodeId=e3f610812580f, content=很好 很实用 , beContent=null, objectType=article, channel=null, level=null, likeNumber=37, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=6f635482119, createdName=肿瘤-Doctor Zhu, createdTime=Fri Dec 17 20:17:36 CST 2021, time=2021-12-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002889, encodeId=350110028895c, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=46, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:52:35 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002888, encodeId=d74b100288881, content=如何输入病人的相关参数，得出患者的生存率？, beContent=null, objectType=article, channel=null, level=null, likeNumber=55, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:49:45 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1981412, encodeId=700f198141262, content=<a href='/topic/show?id=15a8319384a' target=_blank style='color:#2F92EE;'>#列线图#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=40, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=31938, encryptionId=15a8319384a, topicName=列线图)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=7931272, createdName=liuli5079, createdTime=Mon Nov 16 14:41:34 CST 2020, time=2020-11-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=881639, encodeId=edd88816397a, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=81, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=64245268311, createdName=14818eb4m67暂无昵称, createdTime=Tue Sep 01 08:07:26 CST 2020, time=2020-09-01, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1487559, encodeId=7305148e559c8, content=<a href='/topic/show?id=1e111292927' target=_blank style='color:#2F92EE;'>#Nomogram#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=42, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12929, encryptionId=1e111292927, topicName=Nomogram)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=28d78317991, createdName=lishiwen, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1585388, encodeId=9ae915853883a, content=<a href='/topic/show?id=2e681208016' target=_blank style='color:#2F92EE;'>#MOG#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=31, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12080, encryptionId=2e681208016, topicName=MOG)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a85417178370, createdName=Boyinsh, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=)]
    2021-07-26 记得爱自己

    专业

    0

  4. [GetPortalCommentsPageByObjectIdResponse(id=1210907, encodeId=f94a121090e78, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=38, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a7fa6150272, createdName=ms2000001401387191, createdTime=Wed Apr 13 18:14:37 CST 2022, time=2022-04-13, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1081258, encodeId=e3f610812580f, content=很好 很实用 , beContent=null, objectType=article, channel=null, level=null, likeNumber=37, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=6f635482119, createdName=肿瘤-Doctor Zhu, createdTime=Fri Dec 17 20:17:36 CST 2021, time=2021-12-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002889, encodeId=350110028895c, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=46, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:52:35 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002888, encodeId=d74b100288881, content=如何输入病人的相关参数，得出患者的生存率？, beContent=null, objectType=article, channel=null, level=null, likeNumber=55, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:49:45 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1981412, encodeId=700f198141262, content=<a href='/topic/show?id=15a8319384a' target=_blank style='color:#2F92EE;'>#列线图#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=40, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=31938, encryptionId=15a8319384a, topicName=列线图)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=7931272, createdName=liuli5079, createdTime=Mon Nov 16 14:41:34 CST 2020, time=2020-11-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=881639, encodeId=edd88816397a, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=81, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=64245268311, createdName=14818eb4m67暂无昵称, createdTime=Tue Sep 01 08:07:26 CST 2020, time=2020-09-01, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1487559, encodeId=7305148e559c8, content=<a href='/topic/show?id=1e111292927' target=_blank style='color:#2F92EE;'>#Nomogram#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=42, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12929, encryptionId=1e111292927, topicName=Nomogram)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=28d78317991, createdName=lishiwen, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1585388, encodeId=9ae915853883a, content=<a href='/topic/show?id=2e681208016' target=_blank style='color:#2F92EE;'>#MOG#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=31, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12080, encryptionId=2e681208016, topicName=MOG)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a85417178370, createdName=Boyinsh, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=)]
    2021-07-26 记得爱自己

    如何输入病人的相关参数，得出患者的生存率？

    0

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    2020-11-16 liuli5079

    #列线图#

    0

  6. [GetPortalCommentsPageByObjectIdResponse(id=1210907, encodeId=f94a121090e78, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=38, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a7fa6150272, createdName=ms2000001401387191, createdTime=Wed Apr 13 18:14:37 CST 2022, time=2022-04-13, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1081258, encodeId=e3f610812580f, content=很好 很实用 , beContent=null, objectType=article, channel=null, level=null, likeNumber=37, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=6f635482119, createdName=肿瘤-Doctor Zhu, createdTime=Fri Dec 17 20:17:36 CST 2021, time=2021-12-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002889, encodeId=350110028895c, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=46, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:52:35 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002888, encodeId=d74b100288881, content=如何输入病人的相关参数，得出患者的生存率？, beContent=null, objectType=article, channel=null, level=null, likeNumber=55, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:49:45 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1981412, encodeId=700f198141262, content=<a href='/topic/show?id=15a8319384a' target=_blank style='color:#2F92EE;'>#列线图#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=40, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=31938, encryptionId=15a8319384a, topicName=列线图)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=7931272, createdName=liuli5079, createdTime=Mon Nov 16 14:41:34 CST 2020, time=2020-11-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=881639, encodeId=edd88816397a, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=81, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=64245268311, createdName=14818eb4m67暂无昵称, createdTime=Tue Sep 01 08:07:26 CST 2020, time=2020-09-01, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1487559, encodeId=7305148e559c8, content=<a href='/topic/show?id=1e111292927' target=_blank style='color:#2F92EE;'>#Nomogram#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=42, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12929, encryptionId=1e111292927, topicName=Nomogram)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=28d78317991, createdName=lishiwen, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1585388, encodeId=9ae915853883a, content=<a href='/topic/show?id=2e681208016' target=_blank style='color:#2F92EE;'>#MOG#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=31, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12080, encryptionId=2e681208016, topicName=MOG)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a85417178370, createdName=Boyinsh, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=)]
    2020-09-01 14818eb4m67暂无昵称

    学习

    0

  7. [GetPortalCommentsPageByObjectIdResponse(id=1210907, encodeId=f94a121090e78, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=38, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a7fa6150272, createdName=ms2000001401387191, createdTime=Wed Apr 13 18:14:37 CST 2022, time=2022-04-13, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1081258, encodeId=e3f610812580f, content=很好 很实用 , beContent=null, objectType=article, channel=null, level=null, likeNumber=37, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=6f635482119, createdName=肿瘤-Doctor Zhu, createdTime=Fri Dec 17 20:17:36 CST 2021, time=2021-12-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002889, encodeId=350110028895c, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=46, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:52:35 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002888, encodeId=d74b100288881, content=如何输入病人的相关参数，得出患者的生存率？, beContent=null, objectType=article, channel=null, level=null, likeNumber=55, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:49:45 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1981412, encodeId=700f198141262, content=<a href='/topic/show?id=15a8319384a' target=_blank style='color:#2F92EE;'>#列线图#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=40, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=31938, encryptionId=15a8319384a, topicName=列线图)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=7931272, createdName=liuli5079, createdTime=Mon Nov 16 14:41:34 CST 2020, time=2020-11-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=881639, encodeId=edd88816397a, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=81, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=64245268311, createdName=14818eb4m67暂无昵称, createdTime=Tue Sep 01 08:07:26 CST 2020, time=2020-09-01, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1487559, encodeId=7305148e559c8, content=<a href='/topic/show?id=1e111292927' target=_blank style='color:#2F92EE;'>#Nomogram#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=42, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12929, encryptionId=1e111292927, topicName=Nomogram)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=28d78317991, createdName=lishiwen, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1585388, encodeId=9ae915853883a, content=<a href='/topic/show?id=2e681208016' target=_blank style='color:#2F92EE;'>#MOG#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=31, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12080, encryptionId=2e681208016, topicName=MOG)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a85417178370, createdName=Boyinsh, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=)]
    2020-07-06 lishiwen

    #Nomogram#

    0

  8. [GetPortalCommentsPageByObjectIdResponse(id=1210907, encodeId=f94a121090e78, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=38, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a7fa6150272, createdName=ms2000001401387191, createdTime=Wed Apr 13 18:14:37 CST 2022, time=2022-04-13, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1081258, encodeId=e3f610812580f, content=很好 很实用 , beContent=null, objectType=article, channel=null, level=null, likeNumber=37, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=6f635482119, createdName=肿瘤-Doctor Zhu, createdTime=Fri Dec 17 20:17:36 CST 2021, time=2021-12-17, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002889, encodeId=350110028895c, content=专业, beContent=null, objectType=article, channel=null, level=null, likeNumber=46, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:52:35 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1002888, encodeId=d74b100288881, content=如何输入病人的相关参数，得出患者的生存率？, beContent=null, objectType=article, channel=null, level=null, likeNumber=55, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=/v1.0.0/img/user_icon.png, createdBy=c69a5416000, createdName=记得爱自己, createdTime=Mon Jul 26 23:49:45 CST 2021, time=2021-07-26, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1981412, encodeId=700f198141262, content=<a href='/topic/show?id=15a8319384a' target=_blank style='color:#2F92EE;'>#列线图#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=40, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=31938, encryptionId=15a8319384a, topicName=列线图)], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=7931272, createdName=liuli5079, createdTime=Mon Nov 16 14:41:34 CST 2020, time=2020-11-16, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=881639, encodeId=edd88816397a, content=学习, beContent=null, objectType=article, channel=null, level=null, likeNumber=81, replyNumber=0, topicName=null, topicId=null, topicList=[], attachment=null, authenticateStatus=null, createdAvatar=, createdBy=64245268311, createdName=14818eb4m67暂无昵称, createdTime=Tue Sep 01 08:07:26 CST 2020, time=2020-09-01, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1487559, encodeId=7305148e559c8, content=<a href='/topic/show?id=1e111292927' target=_blank style='color:#2F92EE;'>#Nomogram#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=42, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12929, encryptionId=1e111292927, topicName=Nomogram)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=28d78317991, createdName=lishiwen, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=), GetPortalCommentsPageByObjectIdResponse(id=1585388, encodeId=9ae915853883a, content=<a href='/topic/show?id=2e681208016' target=_blank style='color:#2F92EE;'>#MOG#</a>, beContent=null, objectType=article, channel=null, level=null, likeNumber=31, replyNumber=0, topicName=null, topicId=null, topicList=[TopicDto(id=12080, encryptionId=2e681208016, topicName=MOG)], attachment=null, authenticateStatus=null, createdAvatar=null, createdBy=a85417178370, createdName=Boyinsh, createdTime=Mon Jul 06 03:41:34 CST 2020, time=2020-07-06, status=1, ipAttribution=)]
    2020-07-06 Boyinsh

    #MOG#

    0

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载入我们用到的数据集