{"id":42511,"date":"2023-05-15T17:32:01","date_gmt":"2023-05-15T09:32:01","guid":{"rendered":"https:\/\/swarma.org\/?p=42511"},"modified":"2023-05-15T17:32:01","modified_gmt":"2023-05-15T09:32:01","slug":"nat-commun-%e9%80%9f%e9%80%92%ef%bc%9a%e9%9d%a2%e5%90%91%e5%a4%9a%e6%a8%a1%e6%80%81%e7%94%9f%e7%89%a9%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e7%9a%84%e5%8f%af%e8%a7%a3%e9%87%8a%e5%a4%9a%e4%bb%bb","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=42511","title":{"rendered":"Nat. Commun. \u901f\u9012\uff1a\u9762\u5411\u591a\u6a21\u6001\u751f\u7269\u6570\u636e\u5206\u6790\u7684\u53ef\u89e3\u91ca\u591a\u4efb\u52a1\u5b66\u4e60"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aExplainable multi-task learning for multi-modality biological data analysis<\/span><\/section>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-023-37477-x<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u76ee\u524d\u7684\u751f\u7269\u6280\u672f\u53ef\u4ee5\u540c\u65f6\u6d4b\u91cf\u540c\u4e00\u7ec6\u80de\u7684\u591a\u79cd\u9ad8\u7ef4\u6a21\u5f0f<\/span>\uff08\u5982 RNA\u3001DNA\u53ef\u53ca\u6027\u548c\u86cb\u767d\u8d28\uff09<\/span>\u3002\u9700\u8981\u7ed3\u5408\u4e0d\u540c\u7684\u5206\u6790\u4efb\u52a1<\/span>\uff08\u5982\u591a\u6a21\u6001\u6574\u5408\u548c\u8de8\u6a21\u6001\u5206\u6790\uff09<\/span>\u6765\u5168\u9762\u4e86\u89e3\u8fd9\u4e9b\u6570\u636e\uff0c\u63a8\u65ad\u57fa\u56e0\u8c03\u63a7\u5982\u4f55\u9a71\u52a8\u751f\u7269\u591a\u6837\u6027\u548c\u529f\u80fd\u3002\u7136\u800c\uff0c\u76ee\u524d\u7684\u5206\u6790\u65b9\u6cd5\u88ab\u8bbe\u8ba1\u4e3a\u6267\u884c\u5355\u4e00\u4efb\u52a1\uff0c\u53ea\u80fd\u63d0\u4f9b\u591a\u6a21\u6001\u6570\u636e\u7684\u90e8\u5206\u60c5\u51b5\u3002<\/span><\/p>\n

\u8fd9\u9879\u6700\u65b0\u53d1\u8868\u4e8e Nature Communications<\/em> \u7684\u7814\u7a76\u63d0\u51fa\u4e86 UnitedNet \u6846\u67b6\uff0c\u4e00\u4e2a\u53ef\u89e3\u91ca\u7684\u591a\u4efb\u52a1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u80fd\u591f\u6574\u5408\u4e0d\u540c\u7684\u4efb\u52a1\u6765\u5206\u6790\u5355\u7ec6\u80de\u591a\u6a21\u6001\u6570\u636e\u3002\u5e94\u7528\u4e8e\u5404\u79cd\u591a\u6a21\u6001\u6570\u636e\u96c6<\/span>\uff08\u5982 Patch-seq\u3001\u591a\u7ec4ATAC+\u57fa\u56e0\u8868\u8fbe\u548c\u7a7a\u95f4\u8f6c\u5f55\u7ec4\u5b66\uff09<\/span>\uff0c\u4e0e\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u76f8\u6bd4\uff0cUnitedNet \u5728\u591a\u6a21\u6001\u6574\u5408\u548c\u8de8\u6a21\u6001\u9884\u6d4b\u65b9\u9762\u8868\u73b0\u51fa\u7c7b\u4f3c\u6216\u66f4\u597d\u7684\u51c6\u786e\u6027\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u7528\u53ef\u89e3\u91ca\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5bf9\u8bad\u7ec3\u7684 UnitedNet \u8fdb\u884c\u5256\u6790\uff0c\u53ef\u4ee5\u76f4\u63a5\u91cf\u5316\u57fa\u56e0\u8868\u8fbe\u548c\u5176\u4ed6\u5177\u6709\u7ec6\u80de\u7c7b\u578b\u7279\u5f02\u6027\u7684\u6a21\u5f0f\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/span><\/p>\n

UnitedNet \u662f\u4e00\u4e2a\u5168\u9762\u7684\u7aef\u5230\u7aef\u6846\u67b6\uff0c\u53ef\u4ee5\u5e7f\u6cdb\u9002\u7528\u4e8e\u5355\u7ec6\u80de\u591a\u6a21\u6001\u751f\u7269\u5b66\u3002\u8fd9\u4e2a\u6846\u67b6\u6709\u53ef\u80fd\u4fc3\u8fdb\u8de8\u8f6c\u5f55\u7ec4\u5b66\u548c\u5176\u5b83\u6a21\u5f0f\u7684\u7ec6\u80de\u7c7b\u578b\u7279\u5f02\u6027\u8c03\u63a7\u52a8\u529b\u5b66\u7684\u53d1\u73b0\u3002<\/span><\/p>\n

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\u56fe1. UnitedNet \u5bf9\u591a\u6a21\u6001\u751f\u7269\u6570\u636e\u7684\u591a\u4efb\u52a1\u5b66\u4e60<\/span><\/section>\n

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\u56fe2. UnitedNet \u5728\u6a21\u62df Dyngen \u6570\u636e\u96c6\u4e0a\u7684\u6027\u80fd\u8bc4\u4f30\u3002<\/span><\/section>\n

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AI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n
\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u53d1\u73b0\u76f8\u4e92\u8d4b\u80fd\u7684\u65b0\u8303\u5f0f\uff1aAI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/span><\/section>\n

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1. <\/strong>Nat. Commun. \u901f\u9012\uff1a\u57fa\u4e8e\u5f02\u8d28\u56fe transformer \u7684\u5355\u7ec6\u80de\u751f\u7269\u7f51\u7edc\u63a8\u7406<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
2.<\/strong> PNAS\uff1a\u5927\u8111\u5982\u4f55\u6574\u5408\u591a\u611f\u5b98\u6a21\u6001\u4fe1\u606f\uff0c\u8fdb\u884c\u56e0\u679c\u63a8\u65ad\uff1f<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong><\/strong>sc-GCN\uff1a\u4f7f\u7528\u56fe\u5377\u79ef\u7f51\u7edc\u8fdb\u884c\u5355\u7ec6\u80de\u7ec4\u5b66\u6570\u636e\u7684\u77e5\u8bc6\u8fc1\u79fb<\/a><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n
4. \u300a\u5f20\u6c5f\u00b7\u590d\u6742\u79d1\u5b66\u524d\u6cbf27\u8bb2\u300b\u5b8c\u6574\u4e0a\u7ebf\uff01<\/strong><\/a><\/strong><\/strong><\/strong><\/section>\n
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5. \u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/span><\/strong><\/a><\/strong><\/strong><\/strong><\/strong><\/section>\n
6.<\/strong><\/strong><\/strong> <\/strong><\/strong><\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/a><\/strong><\/strong><\/strong><\/span><\/section>\n

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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/span><\/strong><\/section>\n

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\u5173\u952e\u8bcd\uff1a\u5355\u7ec6\u80de\u591a\u6a21\u6001\u751f\u7269\u5b66\uff0c\u591a\u6a21\u6001\u6574\u5408\uff0c\u53ef\u89e3\u91ca\u673a\u5668\u5b66\u4e60\uff0c\u591a\u4efb\u52a1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc \u8bba\u6587\u9898\u76ee\uff1aExplainable multi-task learning for multi-modality biological data analysis \u8bba\u6587\u6765\u6e90\uff1aNature Communications \u8bba\u6587\u94fe\u63a5…<\/p>\n","protected":false},"author":0,"featured_media":42505,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/42511"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=42511"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/42511\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/42505"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=42511"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=42511"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=42511"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=42511"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}