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Fry\u4e8e1885\u5e74\u53d1\u660e\uff0c\u5e76\u4e14\u572820\u4e16\u7eaa\u4e0a\u534a\u53f6\u5f97\u5230\u5e7f\u6cdb\u7684\u4f7f\u7528\u3002\u8be5\u56fe\u7531\u4e00\u7cfb\u5217\u5e73\u884c\u7ebf\u6bb5\u548c\u8f74\u7ebf\u7ec4\u6210\uff0c\u6bcf\u4e2a\u7ebf\u6bb5\u8868\u793a\u4e00\u4e2a\u7279\u5b9a\u53d8\u91cf\u3002\u5b83\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u533b\u5b66\u3001\u7edf\u8ba1\u5b66\u3001\u751f\u7269\u5b66\u3001\u73af\u5883\u79d1\u5b66\u7b49\u9886\u57df\uff0c\u7528\u4e8e\u9884\u6d4b\u98ce\u9669\u3001\u8bc4\u4f30\u60a3\u8005\u75be\u75c5\u98ce\u9669\u3001\u5236\u5b9a\u51b3\u7b56\u7b49\uff0c\u5728\u533b\u5b66\u9886\u57df\u7684\u671f\u520a\u51fa\u73b0\u9891\u7387\u4e5f\u8d8a\u6765\u8d8a\u591a\uff0c\u5e38\u7528\u4e8e\u9884\u6d4b\u6a21\u578b\u7ed3\u679c\u53ef\u89c6\u5316\u548c\u89e3\u91ca\uff0c\u5b83\u662f\u4e00\u79cd\u76f4\u89c2\u800c\u6709\u6548\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u5c06\u590d\u6742\u7684\u9884\u6d4b\u6a21\u578b\u8f6c\u5316\u4e3a\u6613\u4e8e\u7406\u89e3\u548c\u4f7f\u7528\u7684\u7b80\u5355\u56fe\u8868\u3002\u6b63\u662f\u7531\u4e8eNomogram\u56fe\u80fd\u591f\u5c06\u9884\u6d4b\u6a21\u578b\u4e2d\u7684\u5404\u4e2a\u53d8\u91cf\u7684\u5f71\u54cd\u7a0b\u5ea6\u53ef\u89c6\u5316\uff0c\u5e76\u901a\u8fc7\u7b80\u5355\u7684\u51e0\u4f55\u5f62\u72b6\u5c55\u793a\u5404\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5bf9\u6743\u91cd\uff0c\u6240\u4ee5\u6211\u4eec\u4e00\u822c\u90fd\u7528\u5176\u5bf9Logistic\u56de\u5f52\u6216Cox\u56de\u5f52\u7684\u7ed3\u679c\u8fdb\u884c\u53ef\u89c6\u5316\u5448\u73b0\u3002<\/p>\n<p><br \/><\/p>\n<p>\u672c\u6b21\u5206\u6790\uff0c\u5927\u6d77\u54e5\u5c31\u7528TCGA-STAD\u80c3\u764c\u4e34\u5e8a\u6570\u636e\u6765\u5c55\u5f00\u4eca\u5929\u7684\u5206\u6790\uff0c\u9996\u5148\u6211\u4eec\u5bf9\u6570\u636e\u8fdb\u884c\u4e00\u4e9b\u7b80\u5355\u7684\u5904\u7406\uff0c\u4f7f\u5f97\u5176\u5448\u73b0\u4e0b\u56fe\u8fd9\u4e2a\u683c\u5f0f<\/p>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" data-ratio=\"0.8064814814814815\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_pIyqbk7oibMuN8g6OJ3w4Ba5B8FBqg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZjSLvdd630BoHXkuXpwgfsmHveRpIyqbk7oibMuN8g6OJ3w4Ba5B8FBqg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"font-size: 14px;line-height: 1.8;letter-spacing: 2px;padding-right: 10px;padding-left: 10px;\" powered-by=\"xiumi.us\">\n<p>\u5904\u7406\u5b8c\u540e\uff0c\u6211\u4eec\u5f00\u59cb\u6211\u4eec\u7684\u4ee3\u7801\u90e8\u5206\uff1a<\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\"># \u8f7d\u5165R\u5305<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">library(rms)<\/span><\/code><code><span class=\"code-snippet_outer\">library(survival)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\"># \u8bfb\u53d6LIHC\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">STAD <- read.table(<span class=\"code-snippet__string\">\"TCGA-STAD.txt\"<\/span>,header=<span class=\"code-snippet__literal\">TRUE<\/span>,sep= <span class=\"code-snippet__string\">\"t\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">head(STAD)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" data-ratio=\"0.33611111111111114\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_2tVm5iahzFibICTRicW64s1Jy78Tfw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZjUUGzPE3Zk9VRhRUKgB1TYr4ibTIt2tVm5iahzFibICTRicW64s1Jy78Tfw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6ce8\u610f\u6570\u636e\u7684\u89c4\u8303\uff0c\u5fc5\u987b\u662f\u6570\u503c\u578b\u6570\u636e\u6216\u8005\u5206\u7c7b\u578b\u6570\u636e\uff0c\u4e0d\u7136\u662f\u6ca1\u529e\u6cd5\u5f00\u59cb\u5206\u6790\u7684\uff01<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5173\u952e\u6b65\u9aa4\uff1a\u6309\u7167nomogram\u8981\u6c42\u201c\u6253\u5305\u201d\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u53ef\u4ee5\u8f93\u5165??datadist\u67e5\u770b\u8be6\u7ec6\u8bf4\u660e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8fd9\u4e00\u6b65\u662f\u5fc5\u987b\u7684\u54e6\uff01\u56e0\u4e3a\u7ed8\u5236nomogram\u56fe\u5bf9\u4e8e\u6570\u636e\u7684\u683c\u5f0f\u6709\u7279\u6b8a\u8981\u6c42\uff0c\u6240\u4ee5\u5fc5\u987b\u7528\u5176\u6307\u5b9a\u7684datadist\u51fd\u6570\u5bf9\u6570\u636e\u8fdb\u884c\u5904\u7406\uff0c\u5982\u679c\u60f3\u53ea\u9488\u5bf9\u51e0\u4e2a\u53d8\u91cf\u505a\u5904\u7406\uff0c\u90a3\u5c31\u628a\u53d8\u91cf\u540d\u5199\u8fdb\u53bb\u5c31\u597d\u4e86\uff0c\u4f8b\u5982\u8fd9\u6837ddist <- datadist(age, sex, Grade)<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">dd=datadist(STAD)<\/span><\/code><code><span class=\"code-snippet_outer\">options(datadist=<span class=\"code-snippet__string\">\"dd\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6784\u5efa\u903b\u8f91\u56de\u5f52\u6a21\u578b<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">f1 <- lrm(Status ~ Age + Sex + Grade , data = STAD)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8fd8\u53ef\u4ee5\u4f7f\u7528fun.at\u5c5e\u6027\u6307\u5b9a\u7ed3\u679c\u8303\u56f4\u533a\u95f4\uff0c\u4f8b\u5982fun.at=c(.001, .01, .05, seq(.1,.9, by=.1), .95, .99, .999),\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\u81ea\u884c\u6dfb\u52a0<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">nom <- nomogram(f1, fun=plogis, lp=<span class=\"code-snippet__built_in\">F<\/span>, funlabel=<span class=\"code-snippet__string\">\"Risk\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u7136\u540e\u770b\u770b\u53ef\u89c6\u5316\u7ed3\u679c\u5427\uff01<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">plot(nom)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.4185185185185185\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_Oyycbk679qYMEO3Zqaib1AzgDxJZCg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZjcibxkwOXdJqToNDXxU8hxzdNBPOyycbk679qYMEO3Zqaib1AzgDxJZCg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#Cox\u56de\u5f52\u6a21\u578b\u76f8\u5bf9\u6765\u8bf4\u8981\u9ebb\u70e6\u4e00\u70b9\u70b9\uff0c\u56e0\u4e3a\u8fd8\u9700\u8981\u6d89\u53ca\u5230\u4e0d\u540c\u65f6\u95f4\u70b9\uff083\u5e74\u30015\u5e74\u7b49\u7b49\uff09\uff0c\u90a3\u5927\u6d77\u54e5\u4e5f\u51c6\u5907\u4e86\u5bf9\u5e94\u7684\u4ee3\u7801\u6559\u7a0b\uff0c\u63a5\u4e0b\u6765\u5c31\u5148\u6784\u5efaCOX\u56de\u5f52\u6a21\u578b\u7136\u540e\u8fdb\u884c\u53ef\u89c6\u5316\u5427\uff01<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#COX\u56de\u5f52\u6a21\u578b\u7ed8\u5236Nomogram\u6709\u4e24\u79cd\u65b9\u5f0f\uff0c\u8fd9\u91cc\u5148\u5c55\u793aCOX\u56de\u5f52\u4e2d\u4f4d\u751f\u5b58\u65f6\u95f4\u7684Nomogram<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">## \u6784\u5efaCOX\u6bd4\u4f8b\u98ce\u9669\u6a21\u578b<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">f2 <- psm(Surv(OS,Status) ~ Age+Gender+Grade,data = STAD, dist=<span class=\"code-snippet__string\">'lognormal'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">med <- Quantile(f2) <span class=\"code-snippet__comment\"># \u8ba1\u7b97\u4e2d\u4f4d\u751f\u5b58\u65f6\u95f4<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">surv <- Survival(f2) <span class=\"code-snippet__comment\"># \u6784\u5efa\u751f\u5b58\u6982\u7387\u51fd\u6570<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">## \u7ed8\u5236COX\u56de\u5f52\u4e2d\u4f4d\u751f\u5b58\u65f6\u95f4\u7684Nomogram\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">nom <- nomogram(f2, fun=<span class=\"code-snippet__keyword\">function<\/span>(x) med(lp=x),funlabel=<span class=\"code-snippet__string\">\"Median Survival Time\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">plot(nom)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.41759259259259257\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_hnQQyVShKt3Ix4nR0sIDC6cxTlPiaw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZj7A7bbm9r7yXg8fK1A1t6oSciaPhnQQyVShKt3Ix4nR0sIDC6cxTlPiaw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 14px;line-height: 1.8;letter-spacing: 2px;padding-right: 10px;padding-left: 10px;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p>\u4e0b\u9762\u7b80\u5355\u8bf4\u4e0bNomogram\u600e\u4e48\u770b\uff1f\u6b32\u77e5\u5e74\u9f8430\u5c81\u7684\u5973\u6027\uff08sex=FEMALE\uff09\u7684\u751f\u5b58\u6982\u7387\uff0c\u9996\u5148\u786e\u5b9a\u60a3\u8005\u5e74\u9f84\u4e3a30\u5c81\uff0c\u90a3\u5c31\u5728\u5217\u7ebf\u56fe\u5e74\u9f84\u4e3a30\u5c81\u7684\u5730\u65b9\u5411\u4e0a\u753b\u4e00\u6761\u5782\u76f4\u7ebf\uff0c\u5373\u53ef\u5f97\u5230\u5176\u5bf9\u5e94\u7684Points\uff1b\u5973\u6027\uff0c\u5219\u5728\u5973\u6027\u7684\u5730\u65b9\u753b\u4e00\u6761\u5782\u76f4\u7ebf\uff0c\u4ee5\u6b64\u7c7b\u63a8\uff0c\u627e\u51fa\u6bcf\u4e2a\u53d8\u91cf\u72b6\u6001\u4e0b\u5bf9\u5e94\u7684\u5f97\u5206\uff0c\u76f8\u52a0\u5f97\u5230\u603b\u5f97\u5206\u3002<\/p>\n<p>\u6700\u540e\u5c06\u60a3\u8005\u7684\u603b\u5f97\u5206\u518d\u5411\u4e0b\u753b\u4e00\u6761\u5782\u76f4\u7ebf\uff0c\u5c06\u6b64\u6570\u503c\u5728Total points\u8f74\u4e0a\u5411\u751f\u5b58\u65f6\u95f4\u6982\u7387\u8f74\u6295\u5c04\uff0c\u5c31\u53ef\u4ee5\u77e5\u9053\u8be5\u60a3\u8005\u5bf9\u5e94\u7684\u4e2d\u4f4d\u751f\u5b58\u65f6\u95f4\u5566\uff01<\/p>\n<p>\u4e0b\u9762\u4f8b\u5b50\u4e5f\u4e00\u6837\uff0c\u53ef\u4ee5\u77e5\u9053\u672a\u67651\u5e74\u30015\u5e74\u7684\u751f\u5b58\u7387\uff0c\u5f53\u7136\u4e5f\u53ef\u4ee5\u662f\u5176\u4ed6\u65f6\u95f4\u8282\u70b9<\/p>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u7ed8\u5236COX\u56de\u5f52\u751f\u5b58\u6982\u7387\u7684Nomogram\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">## STAD\u6570\u636e\u7684time\u662f\u4ee5\u201d\u5929\u201c\u4e3a\u5355\u4f4d,\u6b64\u5904\u7ed8\u52361\u5e74\uff0c3\u5e74\u7684\u751f\u5b58\u6982\u7387<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">nom <- nomogram(f2, fun=<span class=\"code-snippet__built_in\">list<\/span>(<span class=\"code-snippet__keyword\">function<\/span>(x) surv(<span class=\"code-snippet__number\">365<\/span>, x),<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__keyword\">function<\/span>(x) surv(<span class=\"code-snippet__number\">1080<\/span>, x),<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__keyword\">function<\/span>(x) med(lp=x)),<\/span><\/code><code><span class=\"code-snippet_outer\"> funlabel=<span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"1-year Survival Probability\"<\/span>, <span class=\"code-snippet__string\">\"3-year Survival Probability\"<\/span>,<span class=\"code-snippet__string\">\"Median Survival Time\"<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">plot(nom, xfrac=<span class=\"code-snippet__number\">.2<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.5203703703703704\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_0hnMLhL65WGjD8WlakW1L0UiaaHlEg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZjb4s623pc1qYGv9ppfE5Hvlow60hnMLhL65WGjD8WlakW1L0UiaaHlEg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 14px;line-height: 1.8;letter-spacing: 2px;padding-right: 10px;padding-left: 10px;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p>\u5f53\u7136\u9664\u4e86\u5927\u6d77\u54e5\u8ba1\u7b97\u76841\u5e74\u548c3\u5e74\uff0c\u5927\u5bb6\u4e5f\u53ef\u4ee5\u8ba1\u7b97\u5176\u4ed6\u65f6\u95f4\u8282\u70b9\u7684\u751f\u5b58\u7387\uff0c\u540c\u6837\u52a0\u5230list\u4e2d\u5373\u53ef\uff0c\u975e\u5e38\u65b9\u4fbf\u3002\u603b\u7ed3\u4e00\u4e0bNomogram\u56fe\uff0c\u4e00\u5171\u5c31\u4e94\u4e2a\u57fa\u672c\u5143\u7d20\u5305\u62ec\uff1a<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u8f74\uff1a<\/span><\/strong>\u901a\u5e38\u5305\u542b\u6c34\u5e73\u548c\u5782\u76f4\u8f74\uff0c\u6bcf\u4e2a\u8f74\u8868\u793a\u6a21\u578b\u4e2d\u7684\u4e00\u4e2a\u9884\u6d4b\u53d8\u91cf\u3002\u6c34\u5e73\u8f74\u901a\u5e38\u7528\u4e8e\u8868\u793a\u8fde\u7eed\u53d8\u91cf\uff0c\u800c\u5782\u76f4\u8f74\u901a\u5e38\u7528\u4e8e\u8868\u793a\u5206\u7c7b\u53d8\u91cf\u3002<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u523b\u5ea6\uff1a<\/span><\/strong>\u6bcf\u4e2a\u8f74\u4e0a\u4f1a\u6709\u6807\u8bb0\u548c\u523b\u5ea6\uff0c\u7528\u4e8e\u663e\u793a\u53d8\u91cf\u7684\u53d6\u503c\u8303\u56f4\u3002<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u7ebf\uff1a<\/span><\/strong>Nomogram\u56fe\u4e0a\u4f1a\u6709\u4e00\u7cfb\u5217\u8fde\u63a5\u7ebf\uff0c\u5c06\u5404\u4e2a\u53d8\u91cf\u7684\u53d6\u503c\u8fde\u63a5\u5728\u4e00\u8d77\u3002<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u70b9\uff1a<\/span><\/strong>\u6bcf\u4e2a\u53d8\u91cf\u7684\u53d6\u503c\u4f1a\u7528\u4e00\u4e2a\u70b9\u5728\u76f8\u5e94\u7684\u8f74\u4e0a\u6807\u8bb0\u51fa\u6765\u3002<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u5f97\u5206\u8f74\uff1a<\/span><\/strong>Nomogram\u56fe\u7684\u4e00\u4fa7\u901a\u5e38\u4f1a\u6709\u4e00\u4e2a\u989d\u5916\u7684\u8f74\uff0c\u7528\u4e8e\u663e\u793a\u6700\u7ec8\u9884\u6d4b\u7ed3\u679c\u7684\u5f97\u5206\u3002<\/p>\n<p><br \/><\/p>\n<p>\u800cNomogram\u56fe\u7684\u4f18\u70b9\u5728\u4e8e\u5b83\u80fd\u591f\u76f4\u89c2\u5730\u5c55\u793a\u9884\u6d4b\u6a21\u578b\u7684\u6548\u679c\uff0c\u8ba9\u975e\u4e13\u4e1a\u4eba\u58eb\u4e5f\u80fd\u591f\u8f7b\u677e\u7406\u89e3\u548c\u4f7f\u7528\u9884\u6d4b\u7ed3\u679c\u3002\u800c\u4e14\u4f7f\u7528\u76f8\u5bf9\u98ce\u9669\u7684\u6307\u6807\uff08OR\u3001HR\uff09\u7b49\u7edf\u8ba1\u4e4b\u4f59\uff0c\u8fd8\u53ef\u4ee5\u7ed3\u5408\u5217\u7ebf\u56fe\u5c55\u793a\uff0c\u80fd\u591f\u8d77\u5230\u9884\u6d4b\u751f\u5b58\u6982\u7387\u7684\u4f5c\u7528\u3002\u603b\u7ed3\u800c\u8a00\u5b83\u53ef\u4ee5\u7528\u4e8e\u4e34\u5e8a\u9884\u6d4b\u6a21\u578b\u3001\u98ce\u9669\u8bc4\u4f30\u3001\u751f\u5b58\u5206\u6790\u7b49\u9886\u57df\uff0c\u5e2e\u52a9\u533b\u751f\u3001\u7814\u7a76\u4eba\u5458\u548c\u51b3\u7b56\u8005\u505a\u51fa\u66f4\u597d\u7684\u51b3\u7b56\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u4e00\u4e2a\u533b\u5b66Nomogram\u56fe\u53ef\u4ee5\u7528\u6765\u8bc4\u4f30\u60a3\u8005\u7684\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\u3002\u5728\u56fe\u4e0a\uff0c\u6a2a\u8f74\u53ef\u80fd\u8868\u793a\u5e74\u9f84\uff0c\u7eb5\u8f74\u53ef\u80fd\u8868\u793a\u80c6\u56fa\u9187\u6c34\u5e73\uff0c\u5e73\u884c\u7ebf\u6bb5\u8fde\u63a5\u7740\u8fd9\u4e9b\u53d8\u91cf\uff0c\u5e76\u6807\u8bb0\u7740\u76f8\u5e94\u7684\u6570\u503c\u3002\u5f53\u533b\u751f\u77e5\u9053\u60a3\u8005\u7684\u5e74\u9f84\u548c\u80c6\u56fa\u9187\u6c34\u5e73\u65f6\uff0c\u53ea\u9700\u5728\u56fe\u4e0a\u5bf9\u5e94\u7684\u7ebf\u6bb5\u4ea4\u6c47\u5904\uff0c\u5373\u53ef\u627e\u5230\u8be5\u60a3\u8005\u7684\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\u7b49\u7ea7\u3002<\/p>\n<p><br \/><\/p>\n<p>So\uff0c\u5982\u6b64\u4f18\u79c0\u7684\u4e00\u79cd\u4f5c\u56fe\u65b9\u5f0f\uff0c\u5c4f\u5e55\u524d\u7684\u4f60\u6ca1\u6709\u638c\u63e1\u7684\u8bdd\u5c82\u4e0d\u662f\u8bf4\u4e0d\u8fc7\u53bb\uff1f\u5feb\u5feb\u62ff\u624b\u5934\u4e0a\u7684\u4e34\u5e8a\u6570\u636e\u52a8\u624b\u8bd5\u4e00\u8bd5\u5427\uff01<\/p>\n<\/section>\n<\/section>\n<p style=\"display: none;margin-bottom: 24px;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<p><\/content>\n<\/div>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Logistic\u3001Cox\u751f\u5b58\u5206\u6790\u7ed3\u679c\u5982\u4f55\u53ef\u89c6\u5316\uff1f\u7528Nomogram\u80af\u5b9a\u6ca1\u95ee\u9898 \u5927\u6d77\u54e5 \u751f […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":""},"categories":[1],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/57913"}],"collection":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=57913"}],"version-history":[{"count":1,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/57913\/revisions"}],"predecessor-version":[{"id":57919,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/57913\/revisions\/57919"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=57913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=57913"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=57913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":57913,"date":"2024-06-16T20:51:12","date_gmt":"2024-06-16T12:51:12","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=57913"},"modified":"2024-06-16T20:51:12","modified_gmt":"2024-06-16T12:51:12","slug":"logistic%e3%80%81cox%e7%94%9f%e5%ad%98%e5%88%86%e6%9e%90%e7%bb%93%e6%9e%9c%e5%a6%82%e4%bd%95%e5%8f%af%e8%a7%86%e5%8c%96%ef%bc%9f%e7%94%a8nomogram%e8%82%af%e5%ae%9a%e6%b2%a1%e9%97%ae%e9%a2%98","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=57913","title":{"rendered":"Logistic\u3001Cox\u751f\u5b58\u5206\u6790\u7ed3\u679c\u5982\u4f55\u53ef\u89c6\u5316\uff1f\u7528Nomogram\u80af\u5b9a\u6ca1\u95ee\u9898"},"content":{"rendered":"

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.code-snippet__title{color:#0e9ce5}.code-snippet__tag,.code-snippet__name,.code-snippet__attribute{color:#0e9ce5;font-weight:normal}.code-snippet__regexp,.code-snippet__link{color:#ca7d37}.code-snippet__symbol,.code-snippet__bullet{color:#d14}.code-snippet__built_in,.code-snippet__builtin-name{color:#ca7d37}.code-snippet__meta{color:#afafaf}.code-snippet__deletion{background:#fdd}.code-snippet__addition{background:#dfd}.code-snippet__emphasis{font-style:italic}.code-snippet__strong{font-weight:bold}.account_avatar{width:40px;height:40px;padding:0;}.account_info{display:-webkit-box;display:-webkit-flex;display:flex;-webkit-box-align:center;-webkit-align-items:center;padding:20px 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data={\"mp\":\"\u751f\u4fe1\u679c\",\"title\":\"Logistic\u3001Cox\u751f\u5b58\u5206\u6790\u7ed3\u679c\u5982\u4f55\u53ef\u89c6\u5316\uff1f\u7528Nomogram\u80af\u5b9a\u6ca1\u95ee\u9898\",\"time\":\"2023-08-08 19:02:28\",\"timeStamp\":\"1691492548\"};\n<\/script><br \/>\n<body><\/p>\n<div class=\"rich_media\">\n<h1 class=\"rich_media_title\" id=\"activity-name\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247491154&idx=2&sn=3fe268b80a861451a80bba58eb7b8c63&chksm=cf7c8e97f80b07812f3259ba7e0ba239f0513f412458808911eb912148c3eb02fb49d14d6785#rd\" target=\"_blank\" rel=\"noopener\">Logistic\u3001Cox\u751f\u5b58\u5206\u6790\u7ed3\u679c\u5982\u4f55\u53ef\u89c6\u5316\uff1f\u7528Nomogram\u80af\u5b9a\u6ca1\u95ee\u9898<\/a><\/h1>\n<div id=\"meta_content\" class=\"rich_media_meta_list\"><span class=\"rich_media_meta rich_media_meta_text\">\u5927\u6d77\u54e5 <\/span><span class=\"rich_media_meta rich_media_meta_nickname\" id=\"profileBt\"><a href=\"javascript:void(0);\" class=\"wx_tap_link js_wx_tap_highlight weui-wa-hotarea\" id=\"js_name\">\u751f\u4fe1\u679c <\/a><\/span><em id=\"publish_time\" class=\"rich_media_meta rich_media_meta_text\">2023-08-08 19:02:28<\/em><\/div>\n<p><content><\/p>\n<div class=\"reprint\">\n<p>\u8f6c\u81ea\u516c\u4f17\u53f7\uff1a\u751f\u4fe1\u6ee9<br \/><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzkzMzUwODcwMg==&mid=2247484152&idx=1&sn=950ab07c6a6da659f0e0e04acffcf926\" target=\"_blank\" title=\"\u9605\u8bfb\u539f\u6587\" rel=\"noopener\">http:\/\/mp.weixin.qq.com\/s?__biz=MzkzMzUwODcwMg==&mid=2247484152&idx=1&sn=950ab07c6a6da659f0e0e04acffcf926<\/a><\/p>\n<\/div>\n<section style=\"font-size: 16px;margin-bottom: 24px;\">\n<section style=\"text-align: left;justify-content: flex-start;margin: 25px 0% 10px;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;background-color: rgb(245, 241, 224);min-width: 10%;flex: 0 0 auto;height: auto;align-self: 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115);font-size: 19px;padding-right: 11px;padding-left: 11px;line-height: 1;text-align: justify;\">\n<p style=\"text-align: left;text-wrap: wrap;\"><strong>\u70b9\u51fb\u84dd\u5b57 \u5173\u6ce8\u6211\u4eec<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: auto;line-height: 0;flex: 0 0 0%;height: auto;\">\n<section style=\"text-align: center;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 16px;height: 12px;vertical-align: top;overflow: hidden;background-color: rgb(59, 149, 115);padding-right: 2px;padding-left: 2px;\">\n<section style=\"justify-content: center;display: flex;flex-flow: row;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: top;width: 50%;align-self: flex-start;flex: 0 0 auto;\">\n<section style=\"margin-top: 4px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 3px;height: 3px;vertical-align: top;overflow: hidden;border-width: 0px;border-radius: 155px;border-style: none;border-color: rgb(62, 62, 62);background-color: rgb(245, 245, 245);\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: 50%;align-self: flex-start;flex: 0 0 auto;\">\n<section style=\"margin-top: 4px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 3px;height: 3px;vertical-align: top;overflow: hidden;border-width: 0px;border-radius: 155px;border-style: none;border-color: rgb(62, 62, 62);background-color: rgb(245, 245, 245);\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: center;transform: translate3d(3px, 0px, 0px);\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: 0px;height: 0px;vertical-align: top;overflow: hidden;border-style: solid;border-width: 0px 0px 4px 4px;border-color: rgba(255, 255, 255, 0) rgba(255, 255, 255, 0) rgba(255, 255, 255, 0) rgb(59, 149, 115);\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"font-size: 14px;line-height: 1.8;letter-spacing: 2px;padding-right: 10px;padding-left: 10px;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p>\u5c0f\u4f19\u4f34\u4eec\u5927\u5bb6\u597d\u554a\uff0c\u5927\u6d77\u54e5\u4e4b\u524d\u5206\u4eab\u8fc7KM\u66f2\u7ebf\u56fe\u4e4b\u540e\uff0c\u6709\u7684\u5c0f\u4f19\u4f34\u5c31\u95ee\uff0cCox\u751f\u5b58\u5206\u6790\u53ea\u7528\u8fd9\u4e2aKM\u66f2\u7ebf\u5c55\u793a\u4e0d\u80fd\u591f\u5c55\u793a\u5404\u4e2a\u53d8\u91cf\u7684\u8868\u8fbe\u8d8b\u52bf\uff0c\u6709\u6ca1\u6709\u80fd\u591f\u5c55\u793a\u5404\u4e2a\u53d8\u91cf\u5bf9\u4e8e\u751f\u5b58\u6982\u7387\u7684\u4f5c\u7528\u5c55\u793a\u7684\u56fe\uff0c\u7b54\u6848\u4e00\u5b9a\u662f\u6709\u7684\uff0c\u5927\u6d77\u54e5\u4eca\u5929\u51c6\u5907\u4e86\u4e00\u4e2aNomogram\u56fe\u5206\u6790\u6848\u4f8b\u7ed9\u5927\u5bb6\u89e3\u7591\u7b54\u60d1\uff0c\u4e0d\u77e5\u9053\u662f\u5565\uff1f\u522b\u7740\u6025\uff0c\u5927\u6d77\u54e5\u7ed9\u4f60\u4ecb\u7ecd\u4e00\u4e8c\u3002<\/p>\n<p><br \/><\/p>\n<p>Nomogram\uff0c\u4e5f\u88ab\u79f0\u4e3a\u8bfa\u83ab\u56fe\u6216\u8005\u5217\u7ebf\u56fe\uff0c\u6700\u65e9\u7531\u7231\u5c14\u5170\u6570\u5b66\u5bb6\u548c\u5de5\u7a0b\u5e08Joseph Fry\u4e8e1885\u5e74\u53d1\u660e\uff0c\u5e76\u4e14\u572820\u4e16\u7eaa\u4e0a\u534a\u53f6\u5f97\u5230\u5e7f\u6cdb\u7684\u4f7f\u7528\u3002\u8be5\u56fe\u7531\u4e00\u7cfb\u5217\u5e73\u884c\u7ebf\u6bb5\u548c\u8f74\u7ebf\u7ec4\u6210\uff0c\u6bcf\u4e2a\u7ebf\u6bb5\u8868\u793a\u4e00\u4e2a\u7279\u5b9a\u53d8\u91cf\u3002\u5b83\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u533b\u5b66\u3001\u7edf\u8ba1\u5b66\u3001\u751f\u7269\u5b66\u3001\u73af\u5883\u79d1\u5b66\u7b49\u9886\u57df\uff0c\u7528\u4e8e\u9884\u6d4b\u98ce\u9669\u3001\u8bc4\u4f30\u60a3\u8005\u75be\u75c5\u98ce\u9669\u3001\u5236\u5b9a\u51b3\u7b56\u7b49\uff0c\u5728\u533b\u5b66\u9886\u57df\u7684\u671f\u520a\u51fa\u73b0\u9891\u7387\u4e5f\u8d8a\u6765\u8d8a\u591a\uff0c\u5e38\u7528\u4e8e\u9884\u6d4b\u6a21\u578b\u7ed3\u679c\u53ef\u89c6\u5316\u548c\u89e3\u91ca\uff0c\u5b83\u662f\u4e00\u79cd\u76f4\u89c2\u800c\u6709\u6548\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u5c06\u590d\u6742\u7684\u9884\u6d4b\u6a21\u578b\u8f6c\u5316\u4e3a\u6613\u4e8e\u7406\u89e3\u548c\u4f7f\u7528\u7684\u7b80\u5355\u56fe\u8868\u3002\u6b63\u662f\u7531\u4e8eNomogram\u56fe\u80fd\u591f\u5c06\u9884\u6d4b\u6a21\u578b\u4e2d\u7684\u5404\u4e2a\u53d8\u91cf\u7684\u5f71\u54cd\u7a0b\u5ea6\u53ef\u89c6\u5316\uff0c\u5e76\u901a\u8fc7\u7b80\u5355\u7684\u51e0\u4f55\u5f62\u72b6\u5c55\u793a\u5404\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5bf9\u6743\u91cd\uff0c\u6240\u4ee5\u6211\u4eec\u4e00\u822c\u90fd\u7528\u5176\u5bf9Logistic\u56de\u5f52\u6216Cox\u56de\u5f52\u7684\u7ed3\u679c\u8fdb\u884c\u53ef\u89c6\u5316\u5448\u73b0\u3002<\/p>\n<p><br \/><\/p>\n<p>\u672c\u6b21\u5206\u6790\uff0c\u5927\u6d77\u54e5\u5c31\u7528TCGA-STAD\u80c3\u764c\u4e34\u5e8a\u6570\u636e\u6765\u5c55\u5f00\u4eca\u5929\u7684\u5206\u6790\uff0c\u9996\u5148\u6211\u4eec\u5bf9\u6570\u636e\u8fdb\u884c\u4e00\u4e9b\u7b80\u5355\u7684\u5904\u7406\uff0c\u4f7f\u5f97\u5176\u5448\u73b0\u4e0b\u56fe\u8fd9\u4e2a\u683c\u5f0f<\/p>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" data-ratio=\"0.8064814814814815\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_pIyqbk7oibMuN8g6OJ3w4Ba5B8FBqg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZjSLvdd630BoHXkuXpwgfsmHveRpIyqbk7oibMuN8g6OJ3w4Ba5B8FBqg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"font-size: 14px;line-height: 1.8;letter-spacing: 2px;padding-right: 10px;padding-left: 10px;\" powered-by=\"xiumi.us\">\n<p>\u5904\u7406\u5b8c\u540e\uff0c\u6211\u4eec\u5f00\u59cb\u6211\u4eec\u7684\u4ee3\u7801\u90e8\u5206\uff1a<\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\"># \u8f7d\u5165R\u5305<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">library(rms)<\/span><\/code><code><span class=\"code-snippet_outer\">library(survival)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\"># \u8bfb\u53d6LIHC\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">STAD <- read.table(<span class=\"code-snippet__string\">\"TCGA-STAD.txt\"<\/span>,header=<span class=\"code-snippet__literal\">TRUE<\/span>,sep= <span class=\"code-snippet__string\">\"t\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">head(STAD)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" data-ratio=\"0.33611111111111114\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_2tVm5iahzFibICTRicW64s1Jy78Tfw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZjUUGzPE3Zk9VRhRUKgB1TYr4ibTIt2tVm5iahzFibICTRicW64s1Jy78Tfw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6ce8\u610f\u6570\u636e\u7684\u89c4\u8303\uff0c\u5fc5\u987b\u662f\u6570\u503c\u578b\u6570\u636e\u6216\u8005\u5206\u7c7b\u578b\u6570\u636e\uff0c\u4e0d\u7136\u662f\u6ca1\u529e\u6cd5\u5f00\u59cb\u5206\u6790\u7684\uff01<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5173\u952e\u6b65\u9aa4\uff1a\u6309\u7167nomogram\u8981\u6c42\u201c\u6253\u5305\u201d\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u53ef\u4ee5\u8f93\u5165??datadist\u67e5\u770b\u8be6\u7ec6\u8bf4\u660e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8fd9\u4e00\u6b65\u662f\u5fc5\u987b\u7684\u54e6\uff01\u56e0\u4e3a\u7ed8\u5236nomogram\u56fe\u5bf9\u4e8e\u6570\u636e\u7684\u683c\u5f0f\u6709\u7279\u6b8a\u8981\u6c42\uff0c\u6240\u4ee5\u5fc5\u987b\u7528\u5176\u6307\u5b9a\u7684datadist\u51fd\u6570\u5bf9\u6570\u636e\u8fdb\u884c\u5904\u7406\uff0c\u5982\u679c\u60f3\u53ea\u9488\u5bf9\u51e0\u4e2a\u53d8\u91cf\u505a\u5904\u7406\uff0c\u90a3\u5c31\u628a\u53d8\u91cf\u540d\u5199\u8fdb\u53bb\u5c31\u597d\u4e86\uff0c\u4f8b\u5982\u8fd9\u6837ddist <- datadist(age, sex, Grade)<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">dd=datadist(STAD)<\/span><\/code><code><span class=\"code-snippet_outer\">options(datadist=<span class=\"code-snippet__string\">\"dd\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6784\u5efa\u903b\u8f91\u56de\u5f52\u6a21\u578b<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">f1 <- lrm(Status ~ Age + Sex + Grade , data = STAD)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8fd8\u53ef\u4ee5\u4f7f\u7528fun.at\u5c5e\u6027\u6307\u5b9a\u7ed3\u679c\u8303\u56f4\u533a\u95f4\uff0c\u4f8b\u5982fun.at=c(.001, .01, .05, seq(.1,.9, by=.1), .95, .99, .999),\u6709\u9700\u8981\u7684\u5c0f\u4f19\u4f34\u81ea\u884c\u6dfb\u52a0<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">nom <- nomogram(f1, fun=plogis, lp=<span class=\"code-snippet__built_in\">F<\/span>, funlabel=<span class=\"code-snippet__string\">\"Risk\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u7136\u540e\u770b\u770b\u53ef\u89c6\u5316\u7ed3\u679c\u5427\uff01<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">plot(nom)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.4185185185185185\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_Oyycbk679qYMEO3Zqaib1AzgDxJZCg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZjcibxkwOXdJqToNDXxU8hxzdNBPOyycbk679qYMEO3Zqaib1AzgDxJZCg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#Cox\u56de\u5f52\u6a21\u578b\u76f8\u5bf9\u6765\u8bf4\u8981\u9ebb\u70e6\u4e00\u70b9\u70b9\uff0c\u56e0\u4e3a\u8fd8\u9700\u8981\u6d89\u53ca\u5230\u4e0d\u540c\u65f6\u95f4\u70b9\uff083\u5e74\u30015\u5e74\u7b49\u7b49\uff09\uff0c\u90a3\u5927\u6d77\u54e5\u4e5f\u51c6\u5907\u4e86\u5bf9\u5e94\u7684\u4ee3\u7801\u6559\u7a0b\uff0c\u63a5\u4e0b\u6765\u5c31\u5148\u6784\u5efaCOX\u56de\u5f52\u6a21\u578b\u7136\u540e\u8fdb\u884c\u53ef\u89c6\u5316\u5427\uff01<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#COX\u56de\u5f52\u6a21\u578b\u7ed8\u5236Nomogram\u6709\u4e24\u79cd\u65b9\u5f0f\uff0c\u8fd9\u91cc\u5148\u5c55\u793aCOX\u56de\u5f52\u4e2d\u4f4d\u751f\u5b58\u65f6\u95f4\u7684Nomogram<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">## \u6784\u5efaCOX\u6bd4\u4f8b\u98ce\u9669\u6a21\u578b<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">f2 <- psm(Surv(OS,Status) ~ Age+Gender+Grade,data = STAD, dist=<span class=\"code-snippet__string\">'lognormal'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">med <- Quantile(f2) <span class=\"code-snippet__comment\"># \u8ba1\u7b97\u4e2d\u4f4d\u751f\u5b58\u65f6\u95f4<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">surv <- Survival(f2) <span class=\"code-snippet__comment\"># \u6784\u5efa\u751f\u5b58\u6982\u7387\u51fd\u6570<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">## \u7ed8\u5236COX\u56de\u5f52\u4e2d\u4f4d\u751f\u5b58\u65f6\u95f4\u7684Nomogram\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">nom <- nomogram(f2, fun=<span class=\"code-snippet__keyword\">function<\/span>(x) med(lp=x),funlabel=<span class=\"code-snippet__string\">\"Median Survival Time\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">plot(nom)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.41759259259259257\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_hnQQyVShKt3Ix4nR0sIDC6cxTlPiaw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZj7A7bbm9r7yXg8fK1A1t6oSciaPhnQQyVShKt3Ix4nR0sIDC6cxTlPiaw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 14px;line-height: 1.8;letter-spacing: 2px;padding-right: 10px;padding-left: 10px;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p>\u4e0b\u9762\u7b80\u5355\u8bf4\u4e0bNomogram\u600e\u4e48\u770b\uff1f\u6b32\u77e5\u5e74\u9f8430\u5c81\u7684\u5973\u6027\uff08sex=FEMALE\uff09\u7684\u751f\u5b58\u6982\u7387\uff0c\u9996\u5148\u786e\u5b9a\u60a3\u8005\u5e74\u9f84\u4e3a30\u5c81\uff0c\u90a3\u5c31\u5728\u5217\u7ebf\u56fe\u5e74\u9f84\u4e3a30\u5c81\u7684\u5730\u65b9\u5411\u4e0a\u753b\u4e00\u6761\u5782\u76f4\u7ebf\uff0c\u5373\u53ef\u5f97\u5230\u5176\u5bf9\u5e94\u7684Points\uff1b\u5973\u6027\uff0c\u5219\u5728\u5973\u6027\u7684\u5730\u65b9\u753b\u4e00\u6761\u5782\u76f4\u7ebf\uff0c\u4ee5\u6b64\u7c7b\u63a8\uff0c\u627e\u51fa\u6bcf\u4e2a\u53d8\u91cf\u72b6\u6001\u4e0b\u5bf9\u5e94\u7684\u5f97\u5206\uff0c\u76f8\u52a0\u5f97\u5230\u603b\u5f97\u5206\u3002<\/p>\n<p>\u6700\u540e\u5c06\u60a3\u8005\u7684\u603b\u5f97\u5206\u518d\u5411\u4e0b\u753b\u4e00\u6761\u5782\u76f4\u7ebf\uff0c\u5c06\u6b64\u6570\u503c\u5728Total points\u8f74\u4e0a\u5411\u751f\u5b58\u65f6\u95f4\u6982\u7387\u8f74\u6295\u5c04\uff0c\u5c31\u53ef\u4ee5\u77e5\u9053\u8be5\u60a3\u8005\u5bf9\u5e94\u7684\u4e2d\u4f4d\u751f\u5b58\u65f6\u95f4\u5566\uff01<\/p>\n<p>\u4e0b\u9762\u4f8b\u5b50\u4e5f\u4e00\u6837\uff0c\u53ef\u4ee5\u77e5\u9053\u672a\u67651\u5e74\u30015\u5e74\u7684\u751f\u5b58\u7387\uff0c\u5f53\u7136\u4e5f\u53ef\u4ee5\u662f\u5176\u4ed6\u65f6\u95f4\u8282\u70b9<\/p>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u7ed8\u5236COX\u56de\u5f52\u751f\u5b58\u6982\u7387\u7684Nomogram\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">## STAD\u6570\u636e\u7684time\u662f\u4ee5\u201d\u5929\u201c\u4e3a\u5355\u4f4d,\u6b64\u5904\u7ed8\u52361\u5e74\uff0c3\u5e74\u7684\u751f\u5b58\u6982\u7387<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">nom <- nomogram(f2, fun=<span class=\"code-snippet__built_in\">list<\/span>(<span class=\"code-snippet__keyword\">function<\/span>(x) surv(<span class=\"code-snippet__number\">365<\/span>, x),<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__keyword\">function<\/span>(x) surv(<span class=\"code-snippet__number\">1080<\/span>, x),<\/span><\/code><code><span class=\"code-snippet_outer\"> <span class=\"code-snippet__keyword\">function<\/span>(x) med(lp=x)),<\/span><\/code><code><span class=\"code-snippet_outer\"> funlabel=<span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"1-year Survival Probability\"<\/span>, <span class=\"code-snippet__string\">\"3-year Survival Probability\"<\/span>,<span class=\"code-snippet__string\">\"Median Survival Time\"<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">plot(nom, xfrac=<span class=\"code-snippet__number\">.2<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"font-size: 12px;line-height: 0;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<section style=\"line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.5203703703703704\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_0hnMLhL65WGjD8WlakW1L0UiaaHlEg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/YHGRXkSxjSRLCcpX05m5Ticp8Ju3vcpZjb4s623pc1qYGv9ppfE5Hvlow60hnMLhL65WGjD8WlakW1L0UiaaHlEg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"font-size: 14px;line-height: 1.8;letter-spacing: 2px;padding-right: 10px;padding-left: 10px;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p>\u5f53\u7136\u9664\u4e86\u5927\u6d77\u54e5\u8ba1\u7b97\u76841\u5e74\u548c3\u5e74\uff0c\u5927\u5bb6\u4e5f\u53ef\u4ee5\u8ba1\u7b97\u5176\u4ed6\u65f6\u95f4\u8282\u70b9\u7684\u751f\u5b58\u7387\uff0c\u540c\u6837\u52a0\u5230list\u4e2d\u5373\u53ef\uff0c\u975e\u5e38\u65b9\u4fbf\u3002\u603b\u7ed3\u4e00\u4e0bNomogram\u56fe\uff0c\u4e00\u5171\u5c31\u4e94\u4e2a\u57fa\u672c\u5143\u7d20\u5305\u62ec\uff1a<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u8f74\uff1a<\/span><\/strong>\u901a\u5e38\u5305\u542b\u6c34\u5e73\u548c\u5782\u76f4\u8f74\uff0c\u6bcf\u4e2a\u8f74\u8868\u793a\u6a21\u578b\u4e2d\u7684\u4e00\u4e2a\u9884\u6d4b\u53d8\u91cf\u3002\u6c34\u5e73\u8f74\u901a\u5e38\u7528\u4e8e\u8868\u793a\u8fde\u7eed\u53d8\u91cf\uff0c\u800c\u5782\u76f4\u8f74\u901a\u5e38\u7528\u4e8e\u8868\u793a\u5206\u7c7b\u53d8\u91cf\u3002<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u523b\u5ea6\uff1a<\/span><\/strong>\u6bcf\u4e2a\u8f74\u4e0a\u4f1a\u6709\u6807\u8bb0\u548c\u523b\u5ea6\uff0c\u7528\u4e8e\u663e\u793a\u53d8\u91cf\u7684\u53d6\u503c\u8303\u56f4\u3002<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u7ebf\uff1a<\/span><\/strong>Nomogram\u56fe\u4e0a\u4f1a\u6709\u4e00\u7cfb\u5217\u8fde\u63a5\u7ebf\uff0c\u5c06\u5404\u4e2a\u53d8\u91cf\u7684\u53d6\u503c\u8fde\u63a5\u5728\u4e00\u8d77\u3002<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u70b9\uff1a<\/span><\/strong>\u6bcf\u4e2a\u53d8\u91cf\u7684\u53d6\u503c\u4f1a\u7528\u4e00\u4e2a\u70b9\u5728\u76f8\u5e94\u7684\u8f74\u4e0a\u6807\u8bb0\u51fa\u6765\u3002<\/p>\n<p><strong><span style=\"color: rgb(59, 149, 115);\">\u5f97\u5206\u8f74\uff1a<\/span><\/strong>Nomogram\u56fe\u7684\u4e00\u4fa7\u901a\u5e38\u4f1a\u6709\u4e00\u4e2a\u989d\u5916\u7684\u8f74\uff0c\u7528\u4e8e\u663e\u793a\u6700\u7ec8\u9884\u6d4b\u7ed3\u679c\u7684\u5f97\u5206\u3002<\/p>\n<p><br \/><\/p>\n<p>\u800cNomogram\u56fe\u7684\u4f18\u70b9\u5728\u4e8e\u5b83\u80fd\u591f\u76f4\u89c2\u5730\u5c55\u793a\u9884\u6d4b\u6a21\u578b\u7684\u6548\u679c\uff0c\u8ba9\u975e\u4e13\u4e1a\u4eba\u58eb\u4e5f\u80fd\u591f\u8f7b\u677e\u7406\u89e3\u548c\u4f7f\u7528\u9884\u6d4b\u7ed3\u679c\u3002\u800c\u4e14\u4f7f\u7528\u76f8\u5bf9\u98ce\u9669\u7684\u6307\u6807\uff08OR\u3001HR\uff09\u7b49\u7edf\u8ba1\u4e4b\u4f59\uff0c\u8fd8\u53ef\u4ee5\u7ed3\u5408\u5217\u7ebf\u56fe\u5c55\u793a\uff0c\u80fd\u591f\u8d77\u5230\u9884\u6d4b\u751f\u5b58\u6982\u7387\u7684\u4f5c\u7528\u3002\u603b\u7ed3\u800c\u8a00\u5b83\u53ef\u4ee5\u7528\u4e8e\u4e34\u5e8a\u9884\u6d4b\u6a21\u578b\u3001\u98ce\u9669\u8bc4\u4f30\u3001\u751f\u5b58\u5206\u6790\u7b49\u9886\u57df\uff0c\u5e2e\u52a9\u533b\u751f\u3001\u7814\u7a76\u4eba\u5458\u548c\u51b3\u7b56\u8005\u505a\u51fa\u66f4\u597d\u7684\u51b3\u7b56\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u4e00\u4e2a\u533b\u5b66Nomogram\u56fe\u53ef\u4ee5\u7528\u6765\u8bc4\u4f30\u60a3\u8005\u7684\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\u3002\u5728\u56fe\u4e0a\uff0c\u6a2a\u8f74\u53ef\u80fd\u8868\u793a\u5e74\u9f84\uff0c\u7eb5\u8f74\u53ef\u80fd\u8868\u793a\u80c6\u56fa\u9187\u6c34\u5e73\uff0c\u5e73\u884c\u7ebf\u6bb5\u8fde\u63a5\u7740\u8fd9\u4e9b\u53d8\u91cf\uff0c\u5e76\u6807\u8bb0\u7740\u76f8\u5e94\u7684\u6570\u503c\u3002\u5f53\u533b\u751f\u77e5\u9053\u60a3\u8005\u7684\u5e74\u9f84\u548c\u80c6\u56fa\u9187\u6c34\u5e73\u65f6\uff0c\u53ea\u9700\u5728\u56fe\u4e0a\u5bf9\u5e94\u7684\u7ebf\u6bb5\u4ea4\u6c47\u5904\uff0c\u5373\u53ef\u627e\u5230\u8be5\u60a3\u8005\u7684\u5fc3\u8840\u7ba1\u75be\u75c5\u98ce\u9669\u7b49\u7ea7\u3002<\/p>\n<p><br \/><\/p>\n<p>So\uff0c\u5982\u6b64\u4f18\u79c0\u7684\u4e00\u79cd\u4f5c\u56fe\u65b9\u5f0f\uff0c\u5c4f\u5e55\u524d\u7684\u4f60\u6ca1\u6709\u638c\u63e1\u7684\u8bdd\u5c82\u4e0d\u662f\u8bf4\u4e0d\u8fc7\u53bb\uff1f\u5feb\u5feb\u62ff\u624b\u5934\u4e0a\u7684\u4e34\u5e8a\u6570\u636e\u52a8\u624b\u8bd5\u4e00\u8bd5\u5427\uff01<\/p>\n<\/section>\n<\/section>\n<p style=\"display: none;margin-bottom: 24px;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<p><\/content>\n<\/div>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Logistic\u3001Cox\u751f\u5b58\u5206\u6790\u7ed3\u679c\u5982\u4f55\u53ef\u89c6\u5316\uff1f\u7528Nomogram\u80af\u5b9a\u6ca1\u95ee\u9898 \u5927\u6d77\u54e5 \u751f 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