{"id":9113,"date":"2025-01-06T16:00:51","date_gmt":"2025-01-06T09:00:51","guid":{"rendered":"https:\/\/www2.si.mahidol.ac.th\/th\/?p=9113"},"modified":"2025-02-03T14:59:08","modified_gmt":"2025-02-03T07:59:08","slug":"%e0%b9%82%e0%b8%9b%e0%b8%a3%e0%b9%81%e0%b8%81%e0%b8%a3%e0%b8%a1%e0%b8%9b%e0%b8%b1%e0%b8%8d%e0%b8%8d%e0%b8%b2%e0%b8%9b%e0%b8%a3%e0%b8%b0%e0%b8%94%e0%b8%b4%e0%b8%a9%e0%b8%90%e0%b9%8c%e0%b9%83%e0%b8%99%e0%b8%81%e0%b8%b2%e0%b8%a3%e0%b8%a7%e0%b8%b4%e0%b8%99%e0%b8%b4%e0%b8%88%e0%b8%89%e0%b8%b1%e0%b8%a2%e0%b8%a0%e0%b8%b2%e0%b8%9e%e0%b8%a3%e0%b8%b1%e0%b8%87%e0%b8%aa%e0%b8%b5%e0%b8%a8%e0%b8%b4%e0%b8%a3%e0%b8%b4%e0%b8%a3%e0%b8%b2%e0%b8%8a-siriraj-artificail-intelligent-in-radiology-siriraj-air","status":"publish","type":"post","link":"https:\/\/www2.si.mahidol.ac.th\/th\/awards\/%e0%b9%82%e0%b8%9b%e0%b8%a3%e0%b9%81%e0%b8%81%e0%b8%a3%e0%b8%a1%e0%b8%9b%e0%b8%b1%e0%b8%8d%e0%b8%8d%e0%b8%b2%e0%b8%9b%e0%b8%a3%e0%b8%b0%e0%b8%94%e0%b8%b4%e0%b8%a9%e0%b8%90%e0%b9%8c%e0%b9%83%e0%b8%99%e0%b8%81%e0%b8%b2%e0%b8%a3%e0%b8%a7%e0%b8%b4%e0%b8%99%e0%b8%b4%e0%b8%88%e0%b8%89%e0%b8%b1%e0%b8%a2%e0%b8%a0%e0%b8%b2%e0%b8%9e%e0%b8%a3%e0%b8%b1%e0%b8%87%e0%b8%aa%e0%b8%b5%e0%b8%a8%e0%b8%b4%e0%b8%a3%e0%b8%b4%e0%b8%a3%e0%b8%b2%e0%b8%8a-siriraj-artificail-intelligent-in-radiology-siriraj-air\/","title":{"rendered":"\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e28\u0e34\u0e23\u0e34\u0e23\u0e32\u0e0a (Siriraj Artificail Intelligent in Radiology -Siriraj AIR)"},"content":{"rendered":"<div  class='flex_column av-2q916w-94bee4dec8704c9ddb24892b8b918a51 av_one_full  avia-builder-el-0  el_before_av_one_full  avia-builder-el-first  first flex_column_div  '     ><section  class='av_textblock_section av-2jtnr8-6c98db31cb0e48258f5b28d6cf909f86 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><h2 style=\"text-align: center;\"><strong>\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e28\u0e34\u0e23\u0e34\u0e23\u0e32\u0e0a<br \/>\n(Siriraj Artificail Intelligent in Radiology -Siriraj AIR)<br \/>\n<\/strong><\/h2>\n<p style=\"text-align: right;\">\u00a0\u0e23\u0e28. \u0e19\u0e1e.\u0e15\u0e23\u0e07\u0e18\u0e23\u0e23\u0e21 \u0e17\u0e2d\u0e07\u0e14\u0e35<br \/>\n\u0e2b\u0e31\u0e27\u0e2b\u0e19\u0e49\u0e32\u0e20\u0e32\u0e04\u0e27\u0e34\u0e0a\u0e32\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e27\u0e34\u0e17\u0e22\u0e32<br \/>\n\u0e04\u0e13\u0e30\u0e41\u0e1e\u0e17\u0e22\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e28\u0e34\u0e23\u0e34\u0e23\u0e32\u0e0a\u0e1e\u0e22\u0e32\u0e1a\u0e32\u0e25 \u0e21.\u0e21\u0e2b\u0e34\u0e14\u0e25\n <\/p>\n<\/div><\/section><\/div>\n<div  class='flex_column av-73usy-881d3c1b0bba737639927bb003e24748 av_one_full  avia-builder-el-2  el_after_av_one_full  el_before_av_one_full  first flex_column_div  column-top-margin'     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lycgp3j7-e5aa9874ee0671134a3eca477807cd84\">\n.avia-image-container.av-lycgp3j7-e5aa9874ee0671134a3eca477807cd84 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-lycgp3j7-e5aa9874ee0671134a3eca477807cd84 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title='\u0e23\u0e28.\u0e19\u0e1e.\u0e15\u0e23\u0e07\u0e18\u0e23\u0e23\u0e21-\u0e17\u0e2d\u0e07\u0e14\u0e35-\u0e2b\u0e31\u0e27\u0e2b\u0e19\u0e49\u0e32\u0e2a\u0e32\u0e02\u0e32\u0e2f\u0e23\u0e2d\u0e07-\u0e2b\u0e19.\u0e20\u0e32\u0e04\u0e2f_300'  height=\"300\" width=\"214\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div>\n<div  class='flex_column av-2j4y5y-f3d494cb8bfad41c8fb787754ae2d889 av_one_full  avia-builder-el-4  el_after_av_one_full  el_before_av_one_full  first flex_column_div  column-top-margin'     ><section  class='av_textblock_section av-m3mfbvm9-b0caf1f0b2387d7422530b10e0d5f5e5 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"font-family: db_bangna_new; font-size: 12pt;\">\u00a0 \u00a0 \u00a0 \u00a0\u0e20\u0e32\u0e04\u0e27\u0e34\u0e0a\u0e32\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e27\u0e34\u0e17\u0e22\u0e32 \u0e04\u0e13\u0e30\u0e41\u0e1e\u0e17\u0e22\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e28\u0e34\u0e23\u0e34\u0e23\u0e32\u0e0a\u0e1e\u0e22\u0e32\u0e1a\u0e32\u0e25\u0e44\u0e14\u0e49\u0e08\u0e31\u0e14\u0e15\u0e31\u0e49\u0e07\u0e2b\u0e49\u0e2d\u0e07\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c\u0e43\u0e19<br \/>\n\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e23\u0e31\u0e07\u0e2a\u0e35 (Siriraj AIR Lab \u2013 Siriraj Artificail Intelligent in Radiology Laboratory) \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e17\u0e32\u0e07\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e17\u0e23\u0e27\u0e07\u0e2d\u0e01\u0e41\u0e25\u0e30\u0e20\u0e32\u0e1e\u0e40\u0e2d\u0e01\u0e0b\u0e40\u0e23\u0e22\u0e4c\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c \u0e43\u0e2b\u0e49\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e42\u0e23\u0e07\u0e1e\u0e22\u0e32\u0e1a\u0e32\u0e25\u0e20\u0e32\u0e04\u0e23\u0e31\u0e10\u0e43\u0e19\u0e01\u0e32\u0e23\u0e43\u0e2b\u0e49\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e43\u0e19\u0e01\u0e23\u0e13\u0e35\u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e21\u0e35\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e41\u0e1e\u0e17\u0e22\u0e4c\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e17\u0e35\u0e48\u0e08\u0e30\u0e17\u0e23\u0e32\u0e1a\u0e1c\u0e25\u0e01\u0e32\u0e23\u0e15\u0e23\u0e27\u0e08\u0e17\u0e32\u0e07\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e27\u0e34\u0e17\u0e22\u0e32\u0e44\u0e14\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e41\u0e25\u0e30\u0e23\u0e27\u0e14\u0e40\u0e23\u0e47\u0e27\u0e43\u0e19\u0e01\u0e32\u0e23\u0e23\u0e31\u0e01\u0e29\u0e32\u0e1c\u0e39\u0e49\u0e1b\u0e48\u0e27\u0e22 \u0e41\u0e25\u0e30\u0e1c\u0e39\u0e49\u0e23\u0e31\u0e1a\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e2b\u0e23\u0e37\u0e2d\u0e1c\u0e39\u0e49\u0e1b\u0e48\u0e27\u0e22\u0e08\u0e30\u0e21\u0e35\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e0a\u0e35\u0e27\u0e34\u0e15\u0e17\u0e35\u0e48\u0e14\u0e35\u0e02\u0e36\u0e49\u0e19\u0e08\u0e32\u0e01\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e23\u0e31\u0e01\u0e29\u0e32\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07 \u0e41\u0e21\u0e48\u0e19\u0e22\u0e4d\u0e32 \u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e<br \/>\n<\/span><\/p>\n<p><span style=\"font-family: db_bangna_new; font-size: 12pt;\">\u00a0 \u00a0 \u00a0 \u00a0\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c\u0e19\u0e35\u0e49\u0e44\u0e14\u0e49\u0e02\u0e2d\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e2a\u0e48\u0e07\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e41\u0e25\u0e30\u0e2a\u0e19\u0e31\u0e1a\u0e2a\u0e19\u0e38\u0e19\u0e08\u0e32\u0e01\u0e40\u0e07\u0e34\u0e19\u0e01\u0e2d\u0e07\u0e17\u0e38\u0e19\u0e27\u0e34\u0e08\u0e31\u0e22\u0e41\u0e25\u0e30\u0e1e\u0e31\u0e12\u0e19\u0e32 \u0e01\u0e34\u0e08\u0e01\u0e32\u0e23\u0e01\u0e23\u0e30\u0e08\u0e32\u0e22\u0e40\u0e2a\u0e35\u0e22\u0e07 \u0e01\u0e34\u0e08\u0e01\u0e32\u0e23\u0e42\u0e17\u0e23\u0e17\u0e31\u0e28\u0e19\u0e4c \u0e41\u0e25\u0e30\u0e01\u0e34\u0e08\u0e01\u0e32\u0e23\u0e42\u0e17\u0e23\u0e04\u0e21\u0e19\u0e32\u0e04\u0e21 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e1b\u0e23\u0e30\u0e42\u0e22\u0e0a\u0e19\u0e4c\u0e2a\u0e32\u0e18\u0e32\u0e23\u0e13\u0e30  \u0e19\u0e33 (Introduction) \u0e43\u0e19\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e44\u0e14\u0e49\u0e17\u0e33\u0e01\u0e32\u0e23\u0e44\u0e14\u0e49\u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1c\u0e39\u0e49\u0e1b\u0e48\u0e27\u0e22\u0e02\u0e2d\u0e07\u0e20\u0e32\u0e04\u0e27\u0e34\u0e0a\u0e32\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22 \u0e17\u0e35\u0e48\u0e21\u0e35\u0e21\u0e32\u0e01\u0e40\u0e1e\u0e35\u0e22\u0e07\u0e1e\u0e2d \u0e43\u0e19\u0e01\u0e32\u0e23\u0e17\u0e35\u0e48\u0e08\u0e30\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c(AI) \u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e02\u0e2d\u0e07\u0e17\u0e23\u0e27\u0e07\u0e2d\u0e01(Chest) \u0e41\u0e25\u0e30\u0e20\u0e32\u0e1e\u0e40\u0e2d\u0e01\u0e0b\u0e40\u0e23\u0e22\u0e4c\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e28\u0e35\u0e23\u0e29\u0e30(Brain) \u0e40\u0e1b\u0e47\u0e19\u0e25\u0e4d\u0e32\u0e14\u0e31\u0e1a\u0e41\u0e23\u0e01\u0e08\u0e32\u0e01\u0e01\u0e32\u0e23\u0e15\u0e23\u0e27\u0e08\u0e2a\u0e38\u0e02\u0e20\u0e32\u0e1e\u0e23\u0e48\u0e32\u0e07\u0e01\u0e32\u0e22 \u0e41\u0e25\u0e30<br \/>\n\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e40\u0e21\u0e34\u0e19\u0e20\u0e32\u0e27\u0e30\u0e04\u0e27\u0e32\u0e21\u0e1c\u0e34\u0e14\u0e1b\u0e01\u0e15\u0e34\u0e15\u0e48\u0e32\u0e07 \u0e46 \u0e44\u0e14\u0e49\u0e41\u0e01\u0e48 \u0e20\u0e32\u0e1e\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e17\u0e23\u0e27\u0e07\u0e2d\u0e01 \u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e40\u0e21\u0e34\u0e19\u0e20\u0e32\u0e27\u0e30\u0e44\u0e21\u0e48\u0e23\u0e39\u0e49\u0e2a\u0e36\u0e01\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e09\u0e35\u0e22\u0e1a\u0e1e\u0e25\u0e31\u0e19 (Stroke) \u0e1c\u0e39\u0e49\u0e1b\u0e48\u0e27\u0e22\u0e08\u0e30\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a \u0e01\u0e32\u0e23\u0e15\u0e23\u0e27\u0e08\u0e14\u0e49\u0e27\u0e22\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e40\u0e2d\u0e01\u0e0b\u0e40\u0e23\u0e22\u0e4c\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c \u0e14\u0e31\u0e07\u0e19\u0e31\u0e49\u0e19\u0e08\u0e30\u0e1e\u0e1a\u0e27\u0e48\u0e32\u0e20\u0e32\u0e1e\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e17\u0e23\u0e27\u0e07\u0e2d\u0e01\u0e41\u0e25\u0e30\u0e20\u0e32\u0e1e\u0e40\u0e2d\u0e01\u0e0b\u0e40\u0e23\u0e22\u0e4c\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e28\u0e35\u0e23\u0e29\u0e30\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e4d\u0e32\u0e04\u0e31\u0e0d\u0e43\u0e19\u0e01\u0e32\u0e23\u0e17\u0e35\u0e48\u0e0a\u0e48\u0e27\u0e22\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e1b\u0e23\u0e30\u0e40\u0e21\u0e34\u0e19\u0e20\u0e32\u0e27\u0e30\u0e1c\u0e34\u0e14\u0e1b\u0e01\u0e15\u0e34\u0e40\u0e1a\u0e37\u0e49\u0e2d\u0e07\u0e15\u0e49\u0e19\u0e15\u0e48\u0e32\u0e07\u0e46 \u0e44\u0e14\u0e49<br \/>\n  <\/span><\/p>\n<p><span style=\"font-family: db_bangna_new; font-size: 12pt;\">\u00a0 \u00a0 \u00a0 \u00a0\u0e01\u0e32\u0e23\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e27\u0e34\u0e18\u0e35\u0e01\u0e32\u0e23 Machine Learning \u0e08\u0e19\u0e40\u0e1b\u0e47\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21 Deep learning \u0e42\u0e14\u0e22\u0e02\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e08\u0e30\u0e21\u0e35 \u0e01\u0e32\u0e23 Trainimg, Validation \u0e41\u0e25\u0e30Testing \u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e17\u0e32\u0e07\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e17\u0e23\u0e27\u0e07\u0e2d\u0e01\u0e41\u0e25\u0e30\u0e20\u0e32\u0e1e\u0e40\u0e2d\u0e01\u0e0b\u0e40\u0e23\u0e22\u0e4c\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c\u0e28\u0e35\u0e23\u0e29\u0e30  \u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e08\u0e30\u0e16\u0e39\u0e01\u0e2a\u0e48\u0e07\u0e02\u0e36\u0e49\u0e19\u0e43\u0e19 Cloud Server \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e42\u0e23\u0e07\u0e1e\u0e22\u0e32\u0e1a\u0e32\u0e25\u0e02\u0e2d\u0e07\u0e23\u0e31\u0e10\u0e2b\u0e23\u0e37\u0e2d\u0e2b\u0e19\u0e48\u0e27\u0e22\u0e07\u0e32\u0e19\u0e02\u0e2d\u0e07\u0e23\u0e31\u0e10\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22\u0e20\u0e32\u0e1e\u0e17\u0e32\u0e07\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e1c\u0e48\u0e32\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28  <\/span><\/p>\n<\/div><\/section><\/div>\n<div  class='flex_column av-25qbpo-ba7cd45ddfcac92bc8812a7ffeea23fe av_one_full  avia-builder-el-6  el_after_av_one_full  el_before_av_one_full  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m5kt7wd8-f21c71ff25c9320695d3858a75a45e9c\">\n.avia-image-container.av-m5kt7wd8-f21c71ff25c9320695d3858a75a45e9c img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-m5kt7wd8-f21c71ff25c9320695d3858a75a45e9c .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-m5kt7wd8-f21c71ff25c9320695d3858a75a45e9c av-styling- avia-align-center  avia-builder-el-7  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-9109 avia-img-lazy-loading-not-9109 avia_image ' src=\"https:\/\/www2.si.mahidol.ac.th\/th\/wp-content\/uploads\/2025\/01\/chest1.jpg\" alt='' title='chest1'  height=\"362\" width=\"697\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/www2.si.mahidol.ac.th\/th\/wp-content\/uploads\/2025\/01\/chest1.jpg 697w, https:\/\/www2.si.mahidol.ac.th\/th\/wp-content\/uploads\/2025\/01\/chest1-300x156.jpg 300w\" sizes=\"(max-width: 697px) 100vw, 697px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-m3y5p5hc-527caa3751743af4fee2125a6fbc27dd '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"font-family: db_bangna_new; font-size: 12pt;\">\u00a0 \u00a0 \u00a0 \u00a0AI Chest (\u0e20\u0e32\u0e1e\u0e17\u0e35\u0e48 1) \u0e21\u0e35\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22 10 \u0e1e\u0e22\u0e32\u0e18\u0e34\u0e2a\u0e20\u0e32\u0e1e \u0e15\u0e32\u0e21\u0e23\u0e30\u0e1a\u0e32\u0e14\u0e27\u0e34\u0e17\u0e22\u0e32\u0e02\u0e2d\u0e07\u0e01\u0e23\u0e30\u0e17\u0e23\u0e27\u0e07\u0e2a\u0e32\u0e18\u0e32\u0e23\u0e13\u0e2a\u0e38\u0e02 \u0e44\u0e14\u0e49\u0e41\u0e01\u0e48  Atelectasis, Consolidation, Edema, Emphysema, Fibrosis, Infiltration, Pleural Effusion, Pleural Thickening, Pneumonia, Pneumothorax \u0e41\u0e25\u0e30\u0e08\u0e32\u0e01\u0e01\u0e32\u0e23\u0e17\u0e14\u0e2a\u0e2d\u0e1a (Validation) \u0e17\u0e31\u0e49\u0e07\u0e20\u0e32\u0e22\u0e43\u0e19\u0e41\u0e25\u0e30\u0e20\u0e32\u0e22\u0e19\u0e2d\u0e01\u0e1e\u0e1a\u0e27\u0e48\u0e32  \u0e23\u0e49\u0e2d\u0e22\u0e25\u0e30\u0e02\u0e2d\u0e07\u0e1c\u0e25\u0e02\u0e2d\u0e07\u0e04\u0e27\u0e32\u0e21\u0e41\u0e21\u0e48\u0e19\u0e22\u0e33\u0e44\u0e14\u0e49 92.12, 97.08, 97.40, 97.94, 91.23, 89.24, 96.62, 90.36, 86.41, 99.28 \u0e15\u0e32\u0e21\u0e25\u0e33\u0e14\u0e31\u0e1a \u0e41\u0e25\u0e30\u0e1c\u0e48\u0e32\u0e19\u0e01\u0e32\u0e23\u0e23\u0e31\u0e1a\u0e23\u0e2d\u0e07\u0e08\u0e32\u0e01\u0e23\u0e32\u0e0a\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e23\u0e31\u0e07\u0e2a\u0e35\u0e41\u0e1e\u0e17\u0e22\u0e4c\u0e41\u0e2b\u0e48\u0e07\u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e44\u0e17\u0e22<br \/>\n  <\/span><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-3mjp4p-410f6e6e3f7465ba6d5e2852b548454d av_one_full  avia-builder-el-9  el_after_av_one_full  el_before_av_one_full  first flex_column_div  column-top-margin'     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m5kt9rqc-a6c69c63c4a8a38a9687f2cc2460a0f9\">\n.avia-image-container.av-m5kt9rqc-a6c69c63c4a8a38a9687f2cc2460a0f9 img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-m5kt9rqc-a6c69c63c4a8a38a9687f2cc2460a0f9 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-m5kt9rqc-a6c69c63c4a8a38a9687f2cc2460a0f9 av-styling- avia-align-center  avia-builder-el-10  el_before_av_textblock  avia-builder-el-first '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-9117 avia-img-lazy-loading-not-9117 avia_image ' src=\"https:\/\/www2.si.mahidol.ac.th\/th\/wp-content\/uploads\/2025\/01\/AI-BRAIN.jpg\" alt='' title='AI BRAIN'  height=\"613\" width=\"718\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/www2.si.mahidol.ac.th\/th\/wp-content\/uploads\/2025\/01\/AI-BRAIN.jpg 718w, https:\/\/www2.si.mahidol.ac.th\/th\/wp-content\/uploads\/2025\/01\/AI-BRAIN-300x256.jpg 300w, https:\/\/www2.si.mahidol.ac.th\/th\/wp-content\/uploads\/2025\/01\/AI-BRAIN-705x602.jpg 705w\" sizes=\"(max-width: 718px) 100vw, 718px\" \/><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-m5kt8e0r-25b4353863d6e49948637ac27afe76d3 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"font-family: db_bangna_new; font-size: 12pt;\">\u00a0 \u00a0 \u00a0 AI Brain (\u0e20\u0e32\u0e1e\u0e17\u0e35\u0e48 2) \u0e21\u0e35\u0e01\u0e32\u0e23\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e34\u0e19\u0e34\u0e08\u0e09\u0e31\u0e22 3 \u0e1e\u0e22\u0e32\u0e18\u0e34\u0e2a\u0e20\u0e32\u0e1e \u0e44\u0e14\u0e49\u0e41\u0e01\u0e48 Hemorrhage, Calcification, Infarction \u0e08\u0e32\u0e01\u0e01\u0e32\u0e23\u0e17\u0e14\u0e2a\u0e2d\u0e1a (Validation) \u0e1e\u0e1a\u0e27\u0e48\u0e32 \u0e04\u0e48\u0e32\u0e40\u0e09\u0e25\u0e35\u0e48\u0e22\u0e23\u0e49\u0e2d\u0e22\u0e25\u0e30\u0e04\u0e27\u0e32\u0e21\u0e41\u0e21\u0e48\u0e19\u0e22\u0e33\u0e44\u0e14\u0e49\u0e1c\u0e25\u0e17\u0e35\u0e48 93.75<br \/>\n  <\/span><\/p>\n<\/div><\/section><\/p><\/div><div  class='flex_column av-1vply1-037b0dfc51ecf345cabc355cf6f4f11e av_one_full  avia-builder-el-12  el_after_av_one_full  avia-builder-el-last  first flex_column_div  column-top-margin'     ><section  class='av_textblock_section av-m5ktacdf-d6fa74f5c269d2d0257b396f47b98e84 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"font-family: db_bangna_new; font-size: 12pt;\">\u00a0 \u00a0 \u00a0 \u00a0\u0e01\u0e32\u0e23\u0e17\u0e35\u0e48\u0e08\u0e30\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d\u0e01\u0e31\u0e1a\u0e23\u0e30\u0e1a\u0e1a\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c \u0e08\u0e30\u0e15\u0e49\u0e2d\u0e07\u0e21\u0e35\u0e01\u0e32\u0e23\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e2d\u0e19\u0e38\u0e0d\u0e32\u0e15\u0e08\u0e32\u0e01\u0e04\u0e13\u0e30\u0e41\u0e1e\u0e17\u0e22\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e28\u0e34\u0e23\u0e34\u0e23\u0e32\u0e0a\u0e1e\u0e22\u0e32\u0e1a\u0e32\u0e25\u0e43\u0e2b\u0e49\u0e40\u0e02\u0e49\u0e32\u0e21\u0e32\u0e43\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e1b\u0e31\u0e0d\u0e0d\u0e32\u0e1b\u0e23\u0e30\u0e14\u0e34\u0e29\u0e10\u0e4c\u0e44\u0e14\u0e49 \u0e42\u0e14\u0e22\u0e21\u0e35\u0e01\u0e32\u0e23 username \u0e41\u0e25\u0e30 password \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19 <\/span><\/p>\n<p><span style=\"font-family: db_bangna_new; font-size: 12pt;\">\u00a0 \u00a0 \u00a0 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