{"id":3243,"date":"2024-07-12T15:53:19","date_gmt":"2024-07-12T15:53:19","guid":{"rendered":"https:\/\/aifuturize.com\/?p=3243"},"modified":"2024-07-12T15:54:52","modified_gmt":"2024-07-12T15:54:52","slug":"harvards-ai-chatbot-outperforms-gpt-4v-with-90-tumor-detection","status":"publish","type":"post","link":"https:\/\/aifuturize.com\/zh\/ai-news\/harvards-ai-chatbot-outperforms-gpt-4v-with-90-tumor-detection\/","title":{"rendered":"\u54c8\u4f5b\u5927\u5b78\u7684 AI \u804a\u5929\u6a5f\u5668\u4eba\u5728 90% \u816b\u7624\u6aa2\u6e2c\u65b9\u9762\u512a\u65bc GPT-4V"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1302px;margin-left: calc(-5% \/ 2 );margin-right: calc(-5% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.375%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:2.375%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:2.375%;--awb-spacing-left-medium:2.375%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:2.375%;--awb-spacing-left-small:2.375%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"text-align:center;--awb-margin-bottom:20px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\" style=\"border:4px solid var(--awb-color3);\"><img decoding=\"async\" width=\"600\" height=\"338\" alt=\"\u8def\u5f91\u804a\u5929\" title=\"\u8def\u5f91\u804a\u5929\" src=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-600x338.webp\" class=\"img-responsive wp-image-3246\" srcset=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-18x10.webp 18w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-200x113.webp 200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-300x169.webp 300w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-400x225.webp 400w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-600x338.webp 600w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-768x432.webp 768w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-800x450.webp 800w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-1024x576.webp 1024w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-1200x675.webp 1200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht.webp 1280w\" sizes=\"(max-width: 800px) 100vw, 1200px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-1\"><h2>\u8d85\u8d8aGPT-4V\uff01\u54c8\u4f5b\u91ab\u5b78\u9662\u7684\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u5728\u81ea\u7136\u4e2d\u5177\u6709\u8fd1 90% \u7684\u816b\u7624\u6aa2\u6e2c\u6e96\u78ba\u7387<\/h2>\n<p>\u76ee\u524d\uff0c\u764c\u75c7\u5df2\u6210\u70ba\u5168\u7403\u4e3b\u8981\u6b7b\u4ea1\u539f\u56e0\u4e4b\u4e00\uff0c\u6bcf\u5e74\u6709\u6578\u767e\u842c\u4eba\u6b7b\u65bc\u764c\u75c7\u3002\u4e16\u754c\u885b\u751f\u7d44\u7e54\u8868\u793a\uff0c\u4e09\u5206\u4e4b\u4e00\u7684\u764c\u75c7\u53ef\u4ee5\u900f\u904e\u65e9\u671f\u767c\u73fe\u548c\u65e9\u671f\u6cbb\u7642\u4f86\u6cbb\u7652\u3002<\/p>\n<p>\u7136\u800c\uff0c\u764c\u75c7\u7be9\u6aa2\u4e00\u76f4\u662f\u91ab\u5b78\u9818\u57df\u7684\u4e00\u5927\u6311\u6230\u3002\u5c24\u5176\u662f\u816b\u7624\u7684\u7cbe\u78ba\u8b58\u5225\u548c\u8a3a\u65b7\u5c0d\u65bc\u75c5\u7406\u5206\u6790\u4e2d\u7684\u60a3\u8005\u6cbb\u7642\u81f3\u95dc\u91cd\u8981\u3002\u50b3\u7d71\u7684\u75c5\u7406\u6aa2\u67e5\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8cf4\u5c08\u5bb6\u7684\u5c08\u696d\u77e5\u8b58\u548c\u5c08\u696d\u77e5\u8b58\u3002<\/p>\n<p>\u96a8\u8457GPT-4\u7b49\u5927\u578b\u6a21\u578b\u7684\u767c\u5c55\uff0c\u6240\u4f7f\u7528\u7684\u7814\u7a76 <a href=\"https:\/\/aifuturize.com\/zh\/\">\u4eba\u5de5\u667a\u6167\uff08AI\uff09<\/a> \u8f14\u52a9\u75c5\u7406\u8a3a\u65b7\u7684\u65b9\u6cd5\u4e5f\u9010\u6f38\u51fa\u73fe\u3002\u7136\u800c\uff0c\u8a31\u591a\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u5728\u5be6\u969b\u61c9\u7528\u4e2d\u4ecd\u9762\u81e8\u6548\u80fd\u4e0d\u8db3\u548c\u4e92\u52d5\u6027\u5dee\u7684\u554f\u984c\u3002<\/p>\n<p>\u6700\u8fd1\uff0c\u54c8\u4f5b\u91ab\u5b78\u9662\u7684\u4e00\u500b\u7814\u7a76\u5718\u968a\u53ca\u5176\u5408\u4f5c\u8005\u958b\u767c\u4e86\u4e00\u7a2e\u7528\u65bc\u4eba\u985e\u75c5\u7406\u5b78\u7684\u8996\u89ba\u8a9e\u8a00\u901a\u7528\u4eba\u5de5\u667a\u6167\u52a9\u624b\uff0c\u540d\u70ba PathChat\u3002\u8a72\u7cfb\u7d71\u80fd\u5920\u6b63\u78ba\u8b58\u5225\u8fd1 90% \u75c5\u4f8b\u4e2d\u7684\u6d3b\u6aa2\u75be\u75c5\uff0c\u512a\u65bc GPT-4V \u7b49\u901a\u7528 AI \u6a21\u578b\u548c\u76ee\u524d\u5e02\u5834\u4e0a\u7684\u5c08\u696d\u91ab\u7642\u6a21\u578b\u3002<\/p>\n<p>\u76f8\u95dc\u7814\u7a76\u8ad6\u6587\uff0c\u6a19\u984c\u70ba <a href=\"https:\/\/www.nature.com\/articles\/s41586-024-07618-3\" target=\"_blank\" rel=\"noopener\">\u201c\u4eba\u985e\u75c5\u7406\u5b78\u7684\u591a\u6a21\u5f0f\u751f\u6210\u4eba\u5de5\u667a\u6167\u526f\u99d5\u99db\u201d<\/a> \u5df2\u767c\u8868\u5728\u79d1\u5b78\u671f\u520a\u300a\u81ea\u7136\u300b\u3002<\/p>\n<div id=\"attachment_3244\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" aria-describedby=\"caption-attachment-3244\" class=\"size-fusion-600 wp-image-3244\" src=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-600x245.webp\" alt=\"\u4eba\u985e\u75c5\u7406\u5b78\u7684\u591a\u6a21\u614b\u751f\u6210\u4eba\u5de5\u667a\u6167\u526f\u99d5\u99db\" width=\"600\" height=\"245\" srcset=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-18x7.webp 18w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-200x82.webp 200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-300x122.webp 300w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-400x163.webp 400w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-600x245.webp 600w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-669x272.webp 669w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-768x313.webp 768w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-800x326.webp 800w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-1024x417.webp 1024w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-1200x489.webp 1200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37.webp 1330w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><p id=\"caption-attachment-3244\" class=\"wp-caption-text\">\u4eba\u985e\u75c5\u7406\u5b78\u7684\u591a\u6a21\u614b\u751f\u6210\u4eba\u5de5\u667a\u6167\u526f\u99d5\u99db<\/p><\/div>\n<div class=\"flex flex-grow flex-col max-w-full\">\n<div class=\"min-h-&#091;20px&#093; text-message flex flex-col items-start whitespace-pre-wrap break-words &#091;.text-message+&amp;&#093;:mt-5 juice:w-full juice:items-end overflow-x-auto gap-2\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"933e6981-5d22-486a-9e1e-3502ecaa4b18\">\n<div class=\"flex w-full flex-col gap-1 juice:empty:hidden juice:first:pt-&#091;3px&#093;\">\n<div class=\"markdown prose w-full break-words dark:prose-invert dark\">\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u9019\u9805\u7a81\u7834\u6027\u6280\u8853\u4e0d\u50c5\u53ef\u4ee5\u8b58\u5225\u816b\u7624\uff0c\u9084\u53ef\u4ee5\u8207\u4f7f\u7528\u8005\u4e92\u52d5\uff0c\u70ba\u75c5\u7406\u5b78\u7684\u8a3a\u65b7\u548c\u7814\u7a76\u63d0\u4f9b\u65b0\u7684\u5de5\u5177\u548c\u8996\u89d2\u3002<\/p>\n<h3>PathChat\uff1a\u591a\u6a21\u614b\u75c5\u7406\u6aa2\u6e2c\u4eba\u5de5\u667a\u6167\u52a9\u624b<\/h3>\n<p>\u591a\u5e74\u4f86\uff0c\u8a08\u7b97\u75c5\u7406\u5b78\u5728\u5206\u6790\u75c5\u7406\u5f62\u614b\u5b78\u6578\u64da\u548c\u5206\u5b50\u6aa2\u6e2c\u6578\u64da\u65b9\u9762\u53d6\u5f97\u4e86\u91cd\u5927\u9032\u5c55\u3002\u9019\u500b\u7531\u75c5\u7406\u5b78\u8207\u4eba\u5de5\u667a\u6167\u548c\u96fb\u8166\u8996\u89ba\u6280\u8853\u4ea4\u53c9\u5f62\u6210\u7684\u5229\u57fa\u7814\u7a76\u9818\u57df\u6b63\u9010\u6f38\u6210\u70ba\u91ab\u5b78\u5f71\u50cf\u5206\u6790\u7684\u7814\u7a76\u71b1\u9ede\u3002<\/p>\n<p>\u8a08\u7b97\u75c5\u7406\u5b78\u6d89\u53ca\u5229\u7528\u5f71\u50cf\u8655\u7406\u548c\u4eba\u5de5\u667a\u6167\u6280\u8853\u4f86\u5efa\u7acb\u4eba\u5de5\u667a\u6167\u8a08\u7b97\u75c5\u7406\u5b78\u6a21\u578b\u3002\u9019\u4e9b\u6a21\u578b\u7372\u53d6\u7d44\u7e54\u75c5\u7406\u5b78\u5f71\u50cf\u4e26\u5c0d\u9019\u4e9b\u5f71\u50cf\u7684\u5f62\u614b\u5b78\u5916\u89c0\u9032\u884c\u521d\u6b65\u8a55\u4f30\uff0c\u4ee5\u900f\u904e\u81ea\u52d5\u5f71\u50cf\u5206\u6790\u6280\u8853\u5354\u52a9\u8a3a\u65b7\u3001\u5b9a\u91cf\u8a55\u4f30\u548c\u6c7a\u7b56\u3002<\/p>\n<p>\u76ee\u524d\uff0c\u96a8\u8457\u4ee5ChatGPT\u70ba\u4ee3\u8868\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u6280\u8853\u7684\u7206\u767c\u5f0f\u589e\u9577\uff0c\u591a\u6a21\u614b\u5927\u8a9e\u8a00\u6a21\u578b\uff08MLLM\uff09\u8d8a\u4f86\u8d8a\u591a\u5730\u61c9\u7528\u65bc\u8a08\u7b97\u75c5\u7406\u5b78\u7814\u7a76\u548c\u75c5\u7406\u81e8\u5e8a\u5be6\u8e10\u3002\u7136\u800c\uff0c\u5728\u89e3\u5256\u75c5\u7406\u5b78\u9019\u4e00\u9ad8\u5ea6\u5c08\u696d\u5316\u7684\u6b21\u9818\u57df\uff0c\u5efa\u69cb\u901a\u7528\u3001\u591a\u6a21\u5f0f\u75c5\u7406\u5b78\u4eba\u5de5\u667a\u6167\u52a9\u7406\u7684\u7814\u7a76\u4ecd\u8655\u65bc\u65e9\u671f\u968e\u6bb5\u3002<\/p>\n<p>\u5728\u9019\u9805\u5de5\u4f5c\u4e2d\uff0c\u7814\u7a76\u5718\u968a\u8a2d\u8a08\u4e86\u4e00\u6b3e\u5c08\u9580\u7528\u65bc\u4eba\u985e\u75c5\u7406\u5b78\u7814\u7a76\u7684\u591a\u6a21\u614b\u751f\u6210\u4eba\u5de5\u667a\u6167\u52a9\u7406\u2014\u2014PathChat\u3002\u4ed6\u5011\u900f\u904e\u81ea\u76e3\u7763\u5b78\u7fd2\u5c0d\u4f86\u81ea\u8d85\u904e 100 \u842c\u5f35\u8f09\u73bb\u7247\u7684\u8d85\u904e 1 \u5104\u500b\u7d30\u80de\u7d44\u7e54\u5f71\u50cf\u7247\u6bb5\u9032\u884c\u4e86\u9810\u8a13\u7df4\u3002\u900f\u904e\u5c07\u5176\u8207\u6700\u5148\u9032\u7684\u7d14\u8996\u89ba\u7de8\u78bc\u5668 UNI \u7d50\u5408\uff0c\u4ed6\u5011\u7522\u751f\u4e86\u80fd\u5920\u63a8\u7406\u8996\u89ba\u548c\u81ea\u7136\u8a9e\u8a00\u8f38\u5165\u7684 MLLM\u3002\u7d93\u904e\u5c0d\u8d85\u904e 450,000 \u500b\u6307\u4ee4\u8cc7\u6599\u9ede\u7684\u8cc7\u6599\u96c6\u9032\u884c\u5fae\u8abf\u5f8c\uff0c\u5efa\u69cb\u4e86 PathChat\u3002<\/p>\n<p>\u7814\u7a76\u767c\u73fe\uff0cPathChat \u4e0d\u50c5\u53ef\u4ee5\u8655\u7406\u591a\u6a21\u614b\u8f38\u5165\uff0c\u9084\u53ef\u4ee5\u6e96\u78ba\u56de\u61c9\u8907\u96dc\u7684\u75c5\u7406\u76f8\u95dc\u8a62\u554f\uff0c\u5f9e\u8fd1 90% \u75c5\u4f8b\u7684\u6d3b\u6aa2\u5207\u7247\u4e2d\u6b63\u78ba\u8b58\u5225\u75be\u75c5\u3002<\/p>\n<div id=\"attachment_3245\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" aria-describedby=\"caption-attachment-3245\" class=\"size-fusion-600 wp-image-3245\" src=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-600x312.webp\" alt=\"\u8def\u5f91\u8def\u5f91\" width=\"600\" height=\"312\" srcset=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-18x9.webp 18w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-200x104.webp 200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-300x156.webp 300w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-400x208.webp 400w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-600x312.webp 600w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-768x399.webp 768w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-800x416.webp 800w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-1024x532.webp 1024w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-1200x624.webp 1200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47.webp 1354w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><p id=\"caption-attachment-3245\" class=\"wp-caption-text\">\u8def\u5f91\u8def\u5f91<\/p><\/div>\n<h3>\u8d85\u8d8a GPT-4V\uff0c\u7cbe\u5ea6\u63a5\u8fd1 90%<\/h3>\n<p>\u70ba\u4e86\u6e2c\u8a66 PathChat \u7684\u5075\u6e2c\u6548\u80fd\uff0c\u7814\u7a76\u5718\u968a\u5c07 PathChat \u8207\u958b\u6e90\u6a21\u578b LLaVA\u3001\u751f\u7269\u91ab\u5b78\u5c08\u7528\u7684 LLaVA-Med \u548c GPT-4V \u9032\u884c\u4e86\u6bd4\u8f03\u3002<\/p>\n<p>\u4ed6\u5011\u8a2d\u8a08\u4e86 PathQABench \u6bd4\u8f03\u5be6\u9a57\uff0c\u5206\u6790\u4e0d\u540c\u5668\u5b98\u548c\u5be6\u8e10\u7684\u75c5\u7406\u75c5\u4f8b\uff0c\u6bd4\u8f03 PathChat \u8207 LLaVA\u3001LLaVA-Med \u548c GPT-4V \u7684\u6aa2\u6e2c\u6027\u80fd\u3002<\/p>\n<\/div>\n<p>\u7d50\u679c\u986f\u793a\uff0c\u5728\u4e0d\u63d0\u4f9b\u81e8\u5e8a\u80cc\u666f\u7684\u60c5\u6cc1\u4e0b\uff0cPathChat \u7684\u8a3a\u65b7\u6e96\u78ba\u6027\u660e\u986f\u9ad8\u65bc LLaVA 1.5 \u548c LLaVA-Med\u3002\u50c5\u8a55\u4f30\u5f71\u50cf\u6642\uff0cPathChat \u5728\u6240\u6709\u7d44\u5408\u57fa\u6e96\u6e2c\u8a66\u4e2d\u7684\u6e96\u78ba\u5ea6\u70ba 78.1%\uff0c\u6bd4 LLaVA 1.5 \u9ad8 52.4%\uff0c\u6bd4 LLaVA-Med \u9ad8 63.8%\u3002<\/p>\n<p>\u96a8\u8457\u81e8\u5e8a\u80cc\u666f\u7684\u7d0d\u5165\uff0cPathChat \u7684\u6e96\u78ba\u7387\u9032\u4e00\u6b65\u63d0\u9ad8\u81f3 89.5%\uff0c\u6bd4 LLaVA 1.5 \u9ad8\u51fa 39.0%\uff0c\u6bd4 LLaVA-Med \u9ad8\u51fa 60.9%\u3002<\/p>\n<p>\u5c0d\u6bd4\u5be6\u9a57\u8868\u660e\uff0cPathChat \u53ef\u4ee5\u50c5\u5f9e\u5f71\u50cf\u7684\u8996\u89ba\u7279\u5fb5\u4e2d\u7372\u5f97\u5927\u91cf\u7684\u9810\u6e2c\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u50c5\u50c5\u4f9d\u8cf4\u81e8\u5e8a\u80cc\u666f\u3002\u5b83\u53ef\u4ee5\u900f\u904e\u7d50\u5408\u666e\u901a\u81ea\u7136\u8a9e\u8a00\u63d0\u4f9b\u7684\u975e\u8996\u89ba\u8a0a\u606f\uff0c\u6709\u6548\u3001\u9748\u6d3b\u5730\u5229\u7528\u591a\u6a21\u614b\u8cc7\u8a0a\u4f86\u6e96\u78ba\u8a3a\u65b7\u7d44\u7e54\u5b78\u5716\u50cf\u3002<\/p>\n<p>\u70ba\u4e86\u5ba2\u89c0\u8a55\u4f30\u6bcf\u500b\u6a21\u578b\u5c0d\u958b\u653e\u5f0f\u554f\u984c\u56de\u7b54\u7684\u6e96\u78ba\u6027\uff0c\u7814\u7a76\u5718\u968a\u62db\u52df\u4e86\u4e03\u4f4d\u75c5\u7406\u5b78\u5bb6\u7d44\u6210\u8a55\u4f30\u5c0f\u7d44\u3002\u900f\u904e\u6bd4\u8f03\u56db\u500b\u6a21\u578b\u5c0d 260 \u500b\u958b\u653e\u5f0f\u554f\u984c\u7684\u56de\u7b54\uff0c\u5206\u6790\u4e86\u6a21\u578b\u6aa2\u6e2c\u7684\u6e96\u78ba\u6027\u3002<\/p>\n<p>\u6700\u5f8c\uff0c\u5728\u4e03\u4f4d\u5c08\u5bb6\u80fd\u5920\u9054\u6210\u5171\u8b58\u7684\u958b\u653e\u5f0f\u554f\u984c\u4e0a\uff0cPathChat \u7684\u6574\u9ad4\u6e96\u78ba\u7387\u70ba 78.7%\uff0c\u5206\u5225\u6bd4 GPT-4V\u3001LLaVA 1.5 \u548c LLaVA-Med \u9ad8\u51fa 26.4%\u300148.9% \u548c 48.1%\u3002\u7e3d\u9ad4\u800c\u8a00\uff0c\u8207\u5176\u4ed6\u4e09\u500b\u6a21\u578b\u76f8\u6bd4\uff0cPathChat \u8868\u73fe\u51fa\u4e86\u512a\u8d8a\u7684\u6027\u80fd\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u54e1\u8868\u793a\uff0cPathChat \u53ef\u4ee5\u5206\u6790\u548c\u63cf\u8ff0\u75c5\u7406\u7d44\u7e54\u5f71\u50cf\u4e2d\u5fae\u5999\u7684\u5f62\u614b\u7d30\u7bc0\u3002\u9664\u4e86\u5f71\u50cf\u8f38\u5165\u4e4b\u5916\uff0c\u5b83\u9084\u53ef\u4ee5\u56de\u7b54\u9700\u8981\u75c5\u7406\u5b78\u548c\u4e00\u822c\u751f\u7269\u91ab\u5b78\u80cc\u666f\u77e5\u8b58\u7684\u554f\u984c\uff0c\u4f7f\u5176\u6210\u70ba\u5354\u52a9\u75c5\u7406\u5b78\u5bb6\u548c\u7814\u7a76\u4eba\u54e1\u7684\u6709\u524d\u9014\u7684\u5de5\u5177\u3002<\/p>\n<p>\u5118\u7ba1PathChat\u5728\u5be6\u9a57\u4e2d\u8868\u73fe\u51fa\u8272\uff0c\u4f46\u5728\u5be6\u969b\u61c9\u7528\u4e2d\u4ecd\u9762\u81e8\u4e00\u4e9b\u6311\u6230\u3002\u5176\u4e2d\u5305\u62ec\u78ba\u4fdd\u6a21\u578b\u80fd\u5920\u8b58\u5225\u7121\u6548\u67e5\u8a62\u4e26\u907f\u514d\u932f\u8aa4\u8f38\u51fa\uff0c\u8207\u6700\u65b0\u7684\u91ab\u5b78\u77e5\u8b58\u4fdd\u6301\u540c\u6b65\uff0c\u4ee5\u53ca\u89e3\u6c7a PathChat \u7684\u8a13\u7df4\u8cc7\u6599\u4e3b\u8981\u4f86\u81ea\u6b77\u53f2\u8cc7\u6599\u7684\u4e8b\u5be6\uff0c\u9019\u53ef\u80fd\u53cd\u6620\u300c\u904e\u53bb\u7684\u79d1\u5b78\u5171\u8b58\u300d\u800c\u4e0d\u662f\u6700\u65b0\u8cc7\u8a0a\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u54e1\u8868\u793a\uff0c\u672a\u4f86\u7684\u7814\u7a76\u53ef\u80fd\u6703\u9032\u4e00\u6b65\u589e\u5f37 PathChat \u7684\u529f\u80fd\uff0c\u5305\u62ec\u652f\u6301\u6574\u500b\u5341\u5104\u50cf\u7d20 WSI \u6216\u591a\u500b WSI \u8f38\u5165\uff0c\u4ee5\u53ca\u6574\u5408\u66f4\u591a\u7279\u5b9a\u65bc\u4efb\u52d9\u7684\u652f\u6301\uff0c\u4f8b\u5982\u7cbe\u78ba\u8a08\u6578\u6216\u7269\u4ef6\u5b9a\u4f4d\u3002\u6b64\u5916\uff0c\u5c07 PathChat \u8207\u6578\u4f4d\u5e7b\u71c8\u7247\u6aa2\u8996\u5668\u6216\u96fb\u5b50\u75c5\u6b77\u6574\u5408\u53ef\u80fd\u6703\u9032\u4e00\u6b65\u63d0\u9ad8\u5176\u5728\u81e8\u5e8a\u5be6\u8e10\u4e2d\u7684\u5be6\u7528\u6027\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u591a\u6a21\u614b\u751f\u6210AI\u6a21\u578bPathChat 2\u767c\u5e03\u3002\u5b83\u53ef\u4ee5\u5c0d\u75c5\u7406\u5716\u50cf\u548c\u6587\u5b57\u9032\u884c\u63a8\u7406\uff0c\u5728\u4e92\u52d5\u5f0f\u5e7b\u71c8\u7247\u6aa2\u8996\u5668\u4e2d\u63a5\u53d7\u591a\u500b\u9ad8\u89e3\u6790\u5ea6\u5716\u50cf\u548c\u6587\u5b57\u7684\u4ea4\u66ff\u8f38\u5165\uff0c\u5f9e\u800c\u70ba\u6bcf\u500b\u8aee\u8a62\u6848\u4f8b\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u8a55\u4f30\u3002<\/p>\n<p>\u8207PathChat 1\u76f8\u6bd4\uff0c\u5b83\u5728\u9451\u5225\u8a3a\u65b7\u548c\u5f62\u614b\u5b78\u63cf\u8ff0\u65b9\u9762\u7684\u8868\u73fe\u6709\u986f\u8457\u63d0\u5347\u3002\u5b83\u4e5f\u589e\u5f37\u4e86\u57f7\u884c\u6307\u4ee4\u57f7\u884c\u3001\u958b\u653e\u5f0f\u554f\u7b54\u548c\u5831\u544a\u6458\u8981\u7b49\u4efb\u52d9\u7684\u80fd\u529b\u3002<\/p>\n<div class=\"video-shortcode\"><iframe class=\"lazyload\" title=\"PathChat 2\uff1a\u91ab\u7642\u4eba\u5de5\u667a\u6167\u7684\u672a\u4f86\" width=\"1240\" height=\"698\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271240%27%20height%3D%27698%27%20viewBox%3D%270%200%201240%20698%27%3E%3Crect%20width%3D%271240%27%20height%3D%27698%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.youtube.com\/embed\/tRhJpupjVsc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"mt-1 flex gap-3 empty:hidden juice:-ml-3\">\n<div class=\"items-center justify-start rounded-xl p-1 flex\">\n<div class=\"flex items-center\">\n<div class=\"flex\"><\/div>\n<div class=\"flex items-center pb-0.5 juice:pb-0\">\n<div class=\"&#091;&amp;_svg&#093;:h-full &#091;&amp;_svg&#093;:w-full icon-md h-4 w-4\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><div class=\"fusion-text fusion-text-2\"><p>\u67e5\u770b\u5176\u4ed6\u4eba\u5de5\u667a\u6167\u65b0\u805e\u548c\u6280\u8853\u6d3b\u52d5 <a href=\"https:\/\/aifuturize.com\/zh\/ai\u65b0\u805e\/\">\u5728 AIfuturize \u4e2d<\/a>!<\/p>\n<div id=\"gtx-trans\" style=\"position: absolute; left: 521px; top: 38px;\">\n<div class=\"gtx-trans-icon\"><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":3246,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[135],"tags":[108,232,629],"class_list":["post-3243","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news","tag-ai-chatbot","tag-ai-medical","tag-cancer-detection"],"_links":{"self":[{"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/posts\/3243"}],"collection":[{"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/comments?post=3243"}],"version-history":[{"count":0,"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/posts\/3243\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/media\/3246"}],"wp:attachment":[{"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/media?parent=3243"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/categories?post=3243"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aifuturize.com\/zh\/wp-json\/wp\/v2\/tags?post=3243"}],"curies":[{"name":"\u53ef\u6fd5\u6027\u7c89\u5291","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}