

{"id":34150,"date":"2019-06-25T00:46:42","date_gmt":"2019-06-24T16:46:42","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=34150"},"modified":"2019-06-21T10:51:54","modified_gmt":"2019-06-21T02:51:54","slug":"app-%e8%a8%ba%e6%96%b7%e5%85%92%e7%ab%a5%e5%91%bc%e5%90%b8%e9%81%93%e7%96%be%e7%97%85","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=34150","title":{"rendered":"App \u8a3a\u65b7\u5152\u7ae5\u547c\u5438\u9053\u75be\u75c5"},"content":{"rendered":"<p><strong><span style=\"color: #333399;\">\u96fb\u8166\u4e0d\u53ea\u6703\u9078\u571f\u8c46\uff0c\u4e5f\u80fd\u8f15\u6613\u7684\u5224\u65b7\u9ad4\u6aa2\u5831\u544a\u4e2d\u54ea\u4e9b\u5065\u5eb7\u6307\u6a19\u8d85\u904e\u6a19\u6e96\uff0c\u5e6b\u4f60\u6a19\u4e0a\u9192\u76ee\u7684\u7d05\u5b57\u3002\u4eba\u5de5\u667a\u6167\u3001\u6a5f\u5668\u5b78\u7fd2\u9818\u57df\u73fe\u4eca\u767c\u5c55\u4e00\u65e5\u5343\u91cc\uff0c\u7e7c\u897f\u6d0b\u68cb\u3001\u570d\u68cb\u6253\u6557\u4eba\u985e\u51a0\u8ecd\u4e4b\u5f8c\uff0c\u91ab\u7642\u81e8\u5e8a\u8a3a\u65b7\u4e5f\u6b63\u88ab\u7a4d\u6975\u7684\u958b\u767c\u4e2d\uff0c\u6700\u8fd1\u5728&nbsp;<em>Respiratory Research<\/em>&nbsp;\u671f\u520a\u767c\u8868\u4e86\u4e00\u7bc7\u6709\u8da3\u7684\u7814\u7a76\uff0c\u53ea\u8981\u624b\u6a5f\u5b89\u88dd\u61c9\u7528\u7a0b\u5f0f app\uff0c\u4e26\u5728\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u7684\u5e6b\u52a9\u4e0b\uff0c\u80fd\u5920\u8a3a\u65b7\u5152\u7ae5\u7684\u547c\u5438\u9053\u75be\u75c5\u3002<\/span><\/strong><\/p>\n<figure id=\"attachment_34159\" aria-describedby=\"caption-attachment-34159\" style=\"width: 450px\" class=\"wp-caption alignleft\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-34159\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/06\/ehr-1476525_1280-1024x813.png\" alt=\"\" width=\"450\" height=\"357\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/06\/ehr-1476525_1280-1024x813.png 1024w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/06\/ehr-1476525_1280-300x238.png 300w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/06\/ehr-1476525_1280-768x610.png 768w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/06\/ehr-1476525_1280.png 1280w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><figcaption id=\"caption-attachment-34159\" class=\"wp-caption-text\">@pixabay.com<\/figcaption><\/figure>\n<p><strong>\u64b0\u6587\uff5c<\/strong><strong>\u694a\u671d\u5091<\/strong><\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u4eba\u5de5\u667a\u6167\u7684\u8a3a\u65b7\u7cfb\u7d71\u5df2\u662f\u73fe\u5728\u9032\u884c\u5f0f<\/strong><\/span><\/p>\n<p>2018 \u5e74\u5e95\u6211\u770b\u4e86\u4e00\u90e8\u5f88\u6709\u8a71\u984c\u6027\u7684\u65e5\u5287\u300a\u6f58\u591a\u62c9\u7b2c 4 \u5b63\uff1aAI \u6230\u722d\u300b\uff0c\u4e3b\u89d2\u662f\u540d\u958b\u767c\u51fa\u4eba\u5de5\u667a\u6167 (artificial intelligence, AI) \u8a3a\u65b7\u7cfb\u7d71\u7684\u91ab\u5e2b\uff0c\u9019\u9805\u9769\u547d\u6027\u7684\u767c\u660e\u6709\u5982\u6253\u958b\u6f58\u6735\u62c9\u7684\u76d2\u5b50\uff0c\u5287\u60c5\u63cf\u5beb AI \u8a3a\u65b7\u7cfb\u7d71\u8b93\u91ab\u9662\u5f97\u4ee5\u7bc0\u7701\u4eba\u529b\uff0c\u5c0e\u81f4\u8a31\u591a\u91ab\u5e2b\u53ef\u80fd\u5931\u696d\u7684\u554f\u984c\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u63a2\u8a0e\u5047\u5982 AI \u767c\u751f\u8a3a\u65b7\u932f\u8aa4\uff0c\u5176\u6cd5\u5f8b\u8cac\u4efb\u6b78\u5c6c\u8207\u793e\u6703\u89c0\u611f\u7684\u554f\u984c\u3002\u6232\u5287\u7e3d\u662f\u53cd\u6620\u8457\u793e\u6703\u73fe\u8c61\uff0c\u5be6\u969b\u4e0a\u5728\u4e16\u754c\u5404\u5730\uff0c\u6b63\u5982\u706b\u5982\u837c\u7684\u958b\u767c AI \u8a3a\u65b7\u7cfb\u7d71\uff0c\u50cf\u662f\u77e5\u540d\u7684\u300cIBM \u83ef\u751f\u91ab\u5e2b (Watson for Oncology)\u300d\uff0c\u65e9\u5728 2017 \u5e74 7 \u6708\u5df2\u5f15\u9032\u81fa\u5317\u91ab\u5b78\u5927\u5b78\uff0c\u4f5c\u70ba\u764c\u75c7\u8a3a\u65b7\u7684\u8f14\u52a9\u5de5\u5177\u3002<\/p>\n<p>\u6700\u8fd1 <em>Respiratory Research<\/em> \u671f\u520a\u4e0a\u767c\u8868\u7684\u7814\u7a76\uff0c\u958b\u767c\u51fa\u80fd\u5920\u8a3a\u65b7\u5152\u7ae5\u547c\u5438\u9053\u75be\u75c5\u7684\u624b\u6a5f app\uff0c\u8a72\u7814\u7a76\u662f\u7531\u7b2c\u4e00\u4f5c\u8005 Paul Porter \u535a\u58eb\u3001\u6fb3\u6d32\u6606\u58eb\u862d\u5927\u5b78 (University of Queensland)\u3001\u79d1\u5ef7\u5927\u5b78 (Curtin University) \u7b49\u5718\u968a\u6240\u5b8c\u6210\u3002\u904b\u7528\u985e\u4f3c\u65bc\u8a9e\u97f3\u8fa8\u8b58\u7684\u6280\u8853\uff0c\u8a13\u7df4\u6a5f\u5668\u5b78\u7fd2\u8b58\u5225\u51fa 5 \u7a2e\u4e0d\u540c\u547c\u5438\u7cfb\u7d71\u75be\u75c5\u7684\u54b3\u55fd\u7279\u5fb5\uff0c\u6e96\u78ba\u7387\u5df2\u80fd\u9054\u5230 81% \u81f3 97% \u4e4b\u9593\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u8a13\u7df4\u6a5f\u5668\u5b78\u7fd2\u8b58\u5225\u547c\u5438\u9053\u75be\u75c5\u7684\u54b3\u55fd\u7279\u5fb5<\/strong><\/span><\/p>\n<p>\u5b78\u7fd2\u7684\u8981\u8a23\u662f\u5f9e\u5c0d\u7684\u65b9\u5411\u958b\u59cb\uff0c\u6a5f\u5668\u5b78\u7fd2\u4e5f\u4e0d\u4f8b\u5916\u3002\u7814\u7a76\u9996\u5148\u6536\u96c6\u5e74\u9f61\u5728 29 \u5929\u81f3 12 \u6b72\u4e4b\u75c5\u7ae5\u7684\u54b3\u55fd\u8072\u4f86\u5efa\u7acb\u8cc7\u6599\u5eab\uff0c\u63a1\u7528 iphone 6 \u624b\u6a5f\u5b89\u88dd\u5c08\u9580\u7684\u61c9\u7528\u7a0b\u5f0f ResApp Health \u9304\u88fd\uff0c\u9304\u97f3\u6642\u8ddd\u96e2\u53e3\u90e8 25\u201350 \u516c\u5206\uff0c\u9ea5\u514b\u98a8\u671d\u5411\u53d7\u8a66\u8005\u7684\u89d2\u5ea6\u70ba 45 \u5ea6\uff0c\u4ee5\u907f\u514d\u54b3\u51fa\u7684\u6c23\u9ad4\u78b0\u5230\u9ea5\u514b\u98a8\uff0c\u4e26\u4e14\u8981\u6392\u9664\u9304\u5230\u74b0\u5883\u80cc\u666f\u566a\u97f3\uff0c\u6bcf\u540d\u75c5\u7ae5\u90fd\u8a18\u9304\u4e86 5\u201310 \u6b21\u81ea\u767c\u6027\u6216\u81ea\u9858\u6027\u54b3\u55fd\u8072\u3002\u7814\u7a76\u8868\u793a\u4e0d\u8ad6\u662f\u81ea\u767c\u6027\u6216\u81ea\u9858\u6027\u54b3\u55fd\uff0c\u5169\u8005\u4e4b\u9593\u6c92\u6709\u97f3\u983b\u6578\u64da\u7684\u5dee\u7570\u3002<\/p>\n<p>\u7814\u7a76\u4f7f\u7528 852 \u540d\u75c5\u7ae5\u7684\u54b3\u55fd\u8072\uff0c\u8a13\u7df4\u6a5f\u5668\u5b78\u7fd2\u8fa8\u8b58 5 \u7a2e\u547c\u5438\u9053\u75be\u75c5\u7684\u54b3\u55fd\u7279\u5fb5\uff0c\u5206\u5225\u70ba\u6c23\u5598\u3001\u80ba\u708e\u3001\u4e0b\u547c\u5438\u9053\u75be\u75c5\u3001\u54ee\u543c (croup)\u3001\u53ca\u7d30\u652f\u6c23\u7ba1\u708e (bronchiolitis)\u3002\u7531\u8a55\u5be9\u5c0f\u7d44\u6c7a\u5b9a\u81e8\u5e8a\u8a3a\u65b7\u7d50\u679c\uff0c\u5c0f\u7d44\u6210\u54e1\u5305\u62ec 4 \u540d\u8cc7\u6df1\u5152\u79d1\u81e8\u5e8a\u91ab\u751f (\u5c08\u79d1\u57f7\u696d\u7d93\u9a57\u7684\u4e2d\u4f4d\u6578\u70ba 15 \u5e74)\uff0c\u5c08\u5bb6\u5011\u5728\u8a55\u4f30\u6240\u6709\u53ef\u7528\u7684\u81e8\u5e8a\u6578\u64da\u5f8c\u5f97\u51fa\u8a3a\u65b7\u7d50\u679c\u3002\u5728\u9a57\u8b49\u54b3\u55fd\u6f14\u7b97\u6cd5\u7684\u6b63\u78ba\u6027\u4e4b\u524d\uff0c\u81e8\u5e8a\u8a3a\u65b7\u5c31\u5df2\u7d93\u5148\u5f97\u51fa\u7d50\u8ad6\uff0c\u4ee5\u78ba\u4fdd\u70ba\u76f2\u6027 (blinding) \u4f5c\u696d\u3002<\/p>\n<p>\u7814\u7a76\u5c0d 585 \u540d\u75c5\u7ae5\u9032\u884c\u5206\u6790\uff0c\u6bd4\u8f03 AI \u6a5f\u5668\u8207\u4eba\u985e\u5c08\u5bb6\u8a3a\u65b7\u7d50\u679c\u7684\u4e00\u81f4\u6027\uff0c\u7d50\u679c 5 \u7a2e\u547c\u5438\u9053\u75be\u75c5\u7684\u967d\u6027\u53ca\u9670\u6027\u4e4b\u6b63\u78ba\u7387\u4f9d\u5e8f\u70ba\uff0c\u6c23\u5598 97% \u53ca 91%\u3001\u80ba\u708e 87% \u53ca 85%\u3001\u4e0b\u547c\u5438\u9053\u75be\u75c5 83% \u53ca 82%\u3001\u54ee\u543c 85% \u53ca 82%\u3001\u7d30\u652f\u6c23\u7ba1\u708e 84% \u53ca 81%\u3002\u6574\u9ad4\u4f86\u8aaa\uff0c\u6b63\u78ba\u7387\u9ad8\u9054\u516b\u6210\u4ee5\u4e0a\uff0c\u56e0\u6b64\u7814\u7a76\u8a8d\u70ba\u6b64\u6280\u8853\u53ef\u4f5c\u70ba\u5152\u7ae5\u5e38\u898b\u547c\u5438\u9053\u75be\u75c5\u7684\u8a3a\u65b7\u8f14\u52a9\u5de5\u5177\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cfAI <\/strong><strong>\u8a3a\u65b7\u7522\u696d\u7684\u524d\u666f\u7121\u9650<\/strong><\/span><\/p>\n<p>\u7814\u7a76\u6307\u51fa\u547c\u5438\u9053\u75be\u75c5\u662f\u5152\u7ae5\u6025\u8a3a\u5341\u5206\u5e38\u898b\u7684\u539f\u56e0\u4e4b\u4e00\uff0c\u5373\u4f7f\u5c0d\u65bc\u6709\u7d93\u9a57\u7684\u81e8\u5e8a\u91ab\u751f\u4f86\u8aaa\uff0c\u547c\u5438\u9053\u75be\u75c5\u7684\u9451\u5225\u8a3a\u65b7\u4e5f\u662f\u4e00\u9805\u6311\u6230\uff0c\u53ef\u80fd\u9700\u8981\u591a\u7a2e\u8a55\u4f30\u65b9\u6cd5\uff0c\u5305\u62ec\u81e8\u5e8a\u807d\u8a3a\u6aa2\u67e5\u3001\u91ab\u5b78\u5f71\u50cf\u3001\u652f\u6c23\u7ba1\u64f4\u5f35\u5291\u53cd\u61c9\u8a66\u9a57\u3001\u80ba\u6d3b\u91cf\u6e2c\u5b9a\u548c\u9ad4\u6db2\u5206\u6790\u7b49\u3002\u807d\u8a3a\u662f\u5426\u80fd\u6e96\u78ba\u8b58\u5225\u51fa\u6c23\u9053\u8072\u97f3\u7684\u7279\u5fb5\uff1f\u9019\u76f8\u7576\u4f9d\u8cf4\u65bc\u91ab\u5e2b\u7684\u81e8\u5e8a\u8a13\u7df4\u548c\u7d93\u9a57\u3002\u7531\u65bc\u4e26\u975e\u6bcf\u500b\u5730\u65b9\u90fd\u50cf\u53f0\u7063\u90fd\u5e02\u4e2d\u96a8\u8655\u53ef\u898b\u91ab\u9662\u8a3a\u6240\uff0c\u6240\u4ee5\u7814\u7a76\u4eba\u54e1\u5e0c\u671b\u6b64\u6280\u8853\u80fd\u904b\u7528\u5728\u7f3a\u4e4f\u91ab\u7642\u8a2d\u65bd\u7684\u504f\u9060\u5730\u5340\uff0c\u6216\u662f\u4f5c\u70ba\u5728\u91ab\u5e2b\u8a3a\u9593\u6aa2\u67e5\u7684\u8f14\u52a9\u8a3a\u65b7\u7cfb\u7d71\u3002<\/p>\n<p>\u672a\u4f86 AI \u8a3a\u65b7\u7cfb\u7d71\u52e2\u5fc5\u80fd\u9020\u798f\u66f4\u591a\u60a3\u8005\uff0c\u4e0d\u904e\u662f\u5426\u6703\u50cf\u4e0a\u8ff0\u65e5\u5287\u4e2d\u51fa\u73fe\u5c08\u696d\u91ab\u7642\u4eba\u54e1\u5931\u696d\u7684\u554f\u984c\uff1f\u4e0d\u8ad6\u6211\u5011\u662f\u5426\u611f\u5230\u64d4\u5fc3\uff0c\u767c\u5c55\u4e2d\u7684\u4eba\u5de5\u667a\u6167\u5df2\u88dd\u4e0d\u56de\u6f58\u6735\u62c9\u7684\u76d2\u5b50\u3002\u82e5\u5411\u6b77\u53f2\u501f\u93e1\uff0c\u5de5\u696d\u9769\u547d\u5c0e\u81f4\u99ac\u8eca\u592b\u5931\u696d\uff0c\u4f46\u4e5f\u9020\u5c31\u6c7d\u8eca\u7522\u696d\u7684\u84ec\u52c3\u767c\u5c55\uff0c\u6f58\u6735\u62c9\u76d2\u5b50\u4e2d\u9664\u4e86\u6709\u5e36\u4f86\u52d5\u76ea\u7684\u4e8b\u7269\uff0c\u4e5f\u53ef\u80fd\u88dd\u6709\u4e00\u7d72\u5e0c\u671b\u3002\u6700\u5f8c\u5f15\u7528\u7576\u7d05\u5287\u96c6\u300a\u6b0a\u529b\u7684\u904a\u6232 (Game of Thrones)\u300b\uff0c\u5176\u4e2d\u89d2\u8272\u5c0f\u6307\u982d\u7684\u540d\u8a00\uff1a\u300c\u6df7\u4e82\u4e0d\u662f\u6df1\u6df5\uff0c\u6df7\u4e82\u662f\u968e\u68af (Chaos isn't a pit. Chaos is a ladder.)\u300d\u3002\u5728\u672a\u4f86\u4eba\u5de5\u667a\u6167\u7684\u4e82\u4e16\u4e2d\uff0c\u6216\u8a31\u6211\u5011\u80fd\u505a\u7684\u50c5\u50c5\u662f\u4e0d\u65b7\u5f80\u4e0a\u6500\u722c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599\uff1a<\/strong><\/p>\n<ol>\n<li>Porter P, et al. Respir Res. 2019;20:81. <a href=\"https:\/\/respiratory-research.biomedcentral.com\/articles\/10.1186\/s12931-019-1046-6\">A prospective multicentre study testing the diagnostic accuracy of an automated cough sound centred analytic system for the identification of common respiratory disorders in children.<\/a><\/li>\n<li><a href=\"https:\/\/www.wowow.co.jp\/dramaw\/pandora4\/\">\u300a\u6f58\u591a\u62c9\u7b2c 4 \u5b63\uff1aAI \u6230\u722d\u300b<\/a><\/li>\n<li><a href=\"https:\/\/www.hbo.com\/game-of-thrones\">\u300a\u6b0a\u529b\u7684\u904a\u6232 (Game of Thrones)\u300b<\/a><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/line.me\/R\/ti\/p\/%40fcx6182w\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"alignnone\" src=\"https:\/\/scdn.line-apps.com\/n\/line_add_friends\/btn\/zh-Hant.png\" alt=\"\u52a0\u5165\u597d\u53cb\" width=\"212\" height=\"36\" border=\"0\"><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u96fb\u8166\u4e0d\u53ea\u6703\u9078\u571f\u8c46\uff0c\u4e5f\u80fd\u8f15\u6613\u7684\u5224\u65b7\u9ad4\u6aa2\u5831\u544a\u4e2d\u54ea\u4e9b\u5065\u5eb7\u6307\u6a19\u8d85\u904e\u6a19\u6e96\uff0c\u5e6b\u4f60\u6a19\u4e0a\u9192\u76ee\u7684\u7d05\u5b57\u3002\u4eba\u5de5\u667a\u6167\u3001\u6a5f\u5668\u5b78\u7fd2\u9818\u57df\u73fe\u4eca\u767c\u5c55\u4e00\u65e5\u5343\u91cc\uff0c\u7e7c\u897f\u6d0b\u68cb\u3001\u570d\u68cb\u6253\u6557\u4eba\u985e\u51a0\u8ecd\u4e4b\u5f8c\uff0c\u91ab\u7642\u81e8\u5e8a\u8a3a\u65b7\u4e5f\u6b63\u88ab\u7a4d\u6975\u7684\u958b\u767c\u4e2d\uff0c\u6700\u8fd1\u5728\u00a0Respiratory Research\u00a0\u671f\u520a\u767c\u8868\u4e86\u4e00\u7bc7\u6709\u8da3\u7684\u7814\u7a76\uff0c\u53ea\u8981\u624b\u6a5f\u5b89\u88dd\u61c9\u7528\u7a0b\u5f0f app\uff0c\u4e26\u5728\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u7684\u5e6b\u52a9\u4e0b\uff0c\u80fd\u5920\u8a3a\u65b7\u5152\u7ae5\u7684\u547c\u5438\u9053\u75be\u75c5\u3002<\/p>\n","protected":false},"author":20,"featured_media":34159,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[1111,3006,4292,4291],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2019\/06\/ehr-1476525_1280.png","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/34150"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=34150"}],"version-history":[{"count":2,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/34150\/revisions"}],"predecessor-version":[{"id":34161,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/34150\/revisions\/34161"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/34159"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=34150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=34150"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=34150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}