{"id":3432,"date":"2023-05-24T10:54:52","date_gmt":"2023-05-24T02:54:52","guid":{"rendered":"https:\/\/aibackup.com\/?p=3432"},"modified":"2023-06-03T12:28:23","modified_gmt":"2023-06-03T04:28:23","slug":"efficient-deep-learning-model-brain-tumor","status":"publish","type":"post","link":"https:\/\/aibackup.com\/news\/efficient-deep-learning-model-brain-tumor\/","title":{"rendered":"\u6df1\u5ea6\u5b66\u4e60\u65b0\u6a21\u578b\u52a9\u529b\u8111\u7624\u5206\u7c7b\uff1a\u91cd\u6784\u4e0e\u5fae\u8c03\u63d0\u5347\u6548\u7387"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3432\" class=\"elementor elementor-3432\">\n\t\t\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-546e1ff elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"546e1ff\" data-element_type=\"section\">\n\t\t\t\t\t\t<div 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elementor-top-section elementor-element elementor-element-9371bd5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9371bd5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fb24f18\" data-id=\"fb24f18\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f606f2b elementor-widget elementor-widget-image\" data-id=\"f606f2b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-03_12-25-21-e1685766377209-1024x576.png\" class=\"attachment-large size-large wp-image-4148\" alt=\"\" srcset=\"https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-03_12-25-21-e1685766377209-1024x576.png 1024w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-03_12-25-21-e1685766377209-300x169.png 300w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-03_12-25-21-e1685766377209-768x432.png 768w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-03_12-25-21-e1685766377209-1170x658.png 1170w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-03_12-25-21-e1685766377209-585x329.png 585w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/05\/Snipaste_2023-06-03_12-25-21-e1685766377209.png 1306w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-29a2973 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29a2973\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cf18811\" data-id=\"cf18811\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-677709b elementor-widget elementor-widget-text-editor\" data-id=\"677709b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"color: inherit; font-family: inherit; font-size: inherit; font-weight: inherit; text-align: inherit;\">\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u8fc1\u79fb\u5b66\u4e60\u7684\u65b0\u578bDL\u65b9\u6cd5\uff0c\u6709\u6548\u5730\u5206\u7c7b\u8111\u7624\u3002\u8fd9\u79cd\u65b0\u65b9\u6cd5\u5305\u62ec\u5e7f\u6cdb\u7684\u9884\u5904\u7406\u3001\u8fc1\u79fb\u5b66\u4e60\u67b6\u6784\u91cd\u6784\u548c\u5fae\u8c03\u3002\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u4e86\u51e0\u79cd\u8fc1\u79fb\u5b66\u4e60\u7b97\u6cd5\uff0c\u5305\u62ecXception\u3001ResNet50V2\u3001InceptionResNetV2\u548cDenseNet201\u3002\u4ed6\u4eec\u7684\u5b9e\u9a8c\u4f7f\u7528\u4e86Figshare MRI\u8111\u7624\u6570\u636e\u96c6\uff0c\u5305\u542b3064\u5f20\u56fe\u7247\uff0c\u5e76\u5206\u522b\u8fbe\u5230\u4e8699.40%\u300199.68%\u300199.36%\u548c98.72%\u7684\u51c6\u786e\u7387\u3002<\/span><br><\/p>\n<p>\u7814\u7a76\u53d1\u73b0\uff0c<b>ResNet50V2\u5728Figshare MRI\u8111\u7624\u6570\u636e\u96c6\u4e0a\u8fbe\u5230\u4e86\u6700\u9ad8\u7684\u51c6\u786e\u7387\uff0c\u4e3a99.68%\uff0c\u8d85\u8fc7\u4e86\u73b0\u6709\u7684\u6a21\u578b\u3002<\/b>\u56e0\u6b64\uff0c\u8fd9\u4e2a\u65b0\u63d0\u51fa\u7684\u6a21\u578b\u80fd\u591f\u5728\u77ed\u65f6\u95f4\u5185\u51c6\u786e\u5730\u5206\u7c7b\u8111\u7624\uff0c\u53ef\u4ee5\u5e2e\u52a9\u795e\u7ecf\u5b66\u5bb6\u548c\u4e34\u5e8a\u533b\u751f\u505a\u51fa\u5feb\u901f\u548c\u7cbe\u786e\u7684\u8bca\u65ad\u51b3\u7b56\u3002<\/p>\n<p>\u76f8\u5173\u8d44\u6599\u6807\u6ce8\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/arxiv.org\/abs\/2305.12844\" target=\"_new\">\u539f\u59cb\u8bba\u6587\u94fe\u63a5<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/pdf\/2305.12844\" target=\"_new\">\u5b8c\u6574\u8bba\u6587PDF<\/a><\/li>\n<\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u5229\u7528\u91cd\u6784\u548c\u5fae\u8c03\u7684\u65b9\u6cd5\uff0c\u6709\u6548\u5730\u5206\u7c7b\u8111\u7624\u3002\u8be5\u6a21\u578b\u5728Figshare MRI\u8111\u7624\u6570\u636e\u96c6\u4e0a\u7684\u51c6\u786e\u7387\u9ad8\u8fbe99.68%\uff0c\u8d85\u8fc7\u4e86\u73b0\u6709\u6a21\u578b\uff0c\u4e3a\u795e\u7ecf\u5b66\u5bb6\u548c\u4e34\u5e8a\u533b\u751f\u63d0\u4f9b\u4e86\u5feb\u901f\u3001\u51c6\u786e\u7684\u8bca\u65ad\u51b3\u7b56\u5de5\u5177\u3002<\/p>\n","protected":false},"author":1,"featured_media":3435,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38,20],"tags":[183,180,181,182],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.0 (Yoast SEO v22.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6df1\u5ea6\u5b66\u4e60\u65b0\u6a21\u578b\u52a9\u529b\u8111\u7624\u5206\u7c7b\uff1a\u91cd\u6784\u4e0e\u5fae\u8c03\u63d0\u5347\u6548\u7387 - AIBackup.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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