{"id":358,"date":"2024-11-22T14:45:00","date_gmt":"2024-11-22T05:45:00","guid":{"rendered":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/wordpress\/?post_type=achievement&p=358"},"modified":"2026-04-29T20:47:53","modified_gmt":"2026-04-29T11:47:53","slug":"presentation-nishijima-20241122","status":"publish","type":"achievement","link":"https:\/\/www.med.osaka-u.ac.jp\/pub\/hp-info\/achievement\/presentation-nishijima-20241122\/","title":{"rendered":"\u80f8\u90e8 CT \u30ec\u30dd\u30fc\u30c8\u306b\u5bfe\u3059\u308b\u80ba\u764c\u60a3\u8005\u306e TNM \u81e8\u5e8a\u5206\u985e\u3092\u81ea\u52d5\u7684\u306b\u884c\u3046\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u7528\u3044\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a"},"content":{"rendered":"\n

\u3072\u3068\u3053\u3068\u3067\u8a00\u3046\u3068<\/h2>\n\n\n\n

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Keywords<\/h4>\n\n\n\n

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\u306a\u305c\u3053\u306e\u7814\u7a76\u3092\u3057\u305f\u306e\u304b<\/h2>\n\n\n\n

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\u3069\u3046\u8abf\u3079\u305f\u304b<\/h2>\n\n\n\n

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\u4f55\u304c\u308f\u304b\u3063\u305f\u304b<\/h2>\n\n\n\n

cT\u5206\u985e\u306e\u4e88\u6e2c\u6027\u80fd\u306f\u3001training set\u3067Accuracy 83.9%\u3001test set\u3067Accuracy 66.1%\u3060\u3063\u305f\u3002\u88682\u3067\u306f\u3001training set\u306ePrecision 0.91\u3001Recall 0.84\u3001F1 Score 0.87\u3001test set\u306ePrecision 0.81\u3001Recall 0.66\u3001F1 Score 0.72\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n

training set\u3067\u306f\u3001\u526f\u816b\u760d\u7d50\u7bc0\u3001\u6d78\u6f64\u3001\u7121\u6c17\u80ba\u306a\u3069\u3001\u30b5\u30a4\u30ba\u60c5\u5831\u4ee5\u5916\u3092cT\u5206\u985e\u306b\u53cd\u6620\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u8907\u96d1\u306a\u30ec\u30dd\u30fc\u30c8\u3067\u8aa4\u5206\u985e\u304c\u751f\u3058\u305f\u3002test set\u3067\u306f\u3001\u300c\u80ba\u304c\u3093\u3092\u793a\u3059\u6240\u898b\u304c\u62bd\u51fa\u3067\u304d\u3066\u3044\u306a\u3044\u3053\u3068\u300d\u3084\u300c\u5145\u5b9f\u5f84\u304c\u6b63\u78ba\u306b\u62fe\u3048\u3066\u3044\u306a\u3044\u3053\u3068\u300d\u304c\u591a\u3044\u8aa4\u5206\u985e\u8981\u56e0\u3060\u3063\u305f\u3002<\/p>\n\n\n\n

\u306a\u305c\u5927\u4e8b\u306a\u306e\u304b<\/h2>\n\n\n\n

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\u6b21\u306b\u76ee\u6307\u3059\u3053\u3068<\/h2>\n\n\n\n

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