{"id":2181,"date":"2024-10-21T15:43:42","date_gmt":"2024-10-21T12:13:42","guid":{"rendered":"https:\/\/karamedico.com\/?post_type=portfolio&#038;p=2181"},"modified":"2025-08-14T00:00:42","modified_gmt":"2025-08-13T19:30:42","slug":"%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a7%d9%84%d8%b5%d9%88%d8%b1","status":"publish","type":"portfolio","link":"https:\/\/karamedico.com\/ar\/portfolio-item\/%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a7%d9%84%d8%b5%d9%88%d8%b1\/","title":{"rendered":"\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-6udyr5-f8ff601bba38f219972ac609db9fb74e\">\n.avia-section.av-6udyr5-f8ff601bba38f219972ac609db9fb74e .av-parallax .av-parallax-inner{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/karamedico.com\/wp-content\/uploads\/2015\/10\/front_page.width-800.png);\nbackground-position:50% 50%;\nbackground-attachment:scroll;\n}\n.avia-section.av-6udyr5-f8ff601bba38f219972ac609db9fb74e .av-section-color-overlay{\nopacity:0.5;\nbackground-color:#000000;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-6udyr5-f8ff601bba38f219972ac609db9fb74e main_color avia-section-default avia-no-shadow  avia-builder-el-0  el_before_av_layout_row  avia-builder-el-first  av-small-hide av-mini-hide avia-full-stretch av-parallax-section avia-bg-style-parallax av-section-color-overlay-active av-minimum-height av-minimum-height-50 av-height-50  container_wrap fullsize'  data-section-bg-repeat='stretch' data-av_minimum_height_pc='50' data-av_min_height_opt='50'><div class='av-parallax' data-avia-parallax-ratio='0.3' ><div class='av-parallax-inner main_color avia-full-stretch'><\/div><\/div><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><a href='#next-section' title='' class='scroll-down-link  avia-svg-icon avia-font-svg_entypo-fontello' data-av_svg_icon='down-open-mini' data-av_iconset='svg_entypo-fontello'><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"15\" height=\"32\" viewBox=\"0 0 15 32\" preserveAspectRatio=\"xMidYMid meet\" aria-labelledby='av-svg-title-1' aria-describedby='av-svg-desc-1' role=\"graphics-symbol\" aria-hidden=\"true\">\n<title id='av-svg-title-1'>Scroll to next section<\/title>\n<desc id='av-svg-desc-1'>Scroll to next section<\/desc>\n<path d=\"M12.96 12.16q0.704-0.832 1.536 0 0.832 0.704 0 1.536l-6.272 6.144q-0.704 0.704-1.536 0l-6.272-6.144q-0.832-0.832 0-1.536 0.768-0.768 1.6 0l5.44 4.992z\"><\/path>\n<\/svg><\/a><div class='container av-section-cont-open' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-2181'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-6q8eht-2204c023e7b6f13b82009d6b668af427\">\n.flex_column.av-6q8eht-2204c023e7b6f13b82009d6b668af427{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-6q8eht-2204c023e7b6f13b82009d6b668af427 av_one_full  avia-builder-el-1  avia-builder-el-no-sibling  first flex_column_div av-animated-generic bottom-to-top av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f\">\n#top .av-special-heading.av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f{\npadding-bottom:0;\ncolor:#ffffff;\nfont-size:40px;\n}\nbody .av-special-heading.av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n#top #wrap_all .av-special-heading.av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f .av-special-heading-tag{\nfont-size:40px;\n}\n.av-special-heading.av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f .av-subheading{\nfont-size:15px;\n}\n\n@media only screen and (min-width: 480px) and (max-width: 767px){ \n#top #wrap_all .av-special-heading.av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n\n@media only screen and (max-width: 479px){ \n#top #wrap_all .av-special-heading.av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f .av-special-heading-tag{\nfont-size:0.8em;\n}\n}\n<\/style>\n<div  class='av-special-heading av-le79xntl-21a3e40d8aa74d7ede5ed3e0c8480b8f av-special-heading-h3 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-2  el_before_av_hr  avia-builder-el-first  av-inherit-size av-linked-heading'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 (Image Analysis)<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mqxk9-b404db3b8f881cce7c4352aa364beb45\">\n#top .hr.av-mqxk9-b404db3b8f881cce7c4352aa364beb45{\nmargin-top:5px;\nmargin-bottom:35px;\n}\n.hr.av-mqxk9-b404db3b8f881cce7c4352aa364beb45 .hr-inner{\nwidth:50px;\nborder-color:#efbb20;\n}\n<\/style>\n<div  class='hr av-mqxk9-b404db3b8f881cce7c4352aa364beb45 hr-custom  avia-builder-el-3  el_after_av_heading  avia-builder-el-last  hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div><\/div><\/div><\/main><!-- close content main element --><\/div><\/div><\/div><div id='av-layout-grid-1'  class='av-layout-grid-container av-68i10h-8a4655e4fecc904717c372573195f515 entry-content-wrapper main_color av-flex-cells  avia-builder-el-4  el_after_av_section  el_before_av_layout_row  av-grid-order-reverse grid-row-not-first  container_wrap fullsize'  >\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-61kl2p-cb3192074911508d12bea7f513ed7f61\">\n.flex_cell.av-61kl2p-cb3192074911508d12bea7f513ed7f61{\nvertical-align:middle;\nheight:400px;\nmin-height:400px;\nbackground:url(https:\/\/karamedico.com\/wp-content\/uploads\/2015\/10\/sample-for-portofilo1-1.jpg) 50% 50% no-repeat scroll ;\n}\n.responsive #top #wrap_all .flex_cell.av-61kl2p-cb3192074911508d12bea7f513ed7f61{\npadding:60px 60px 60px 60px !important;\n}\n<\/style>\n<div class='flex_cell av-61kl2p-cb3192074911508d12bea7f513ed7f61 av-gridrow-cell av_one_half no_margin  avia-builder-el-5  el_before_av_cell_one_half  avia-builder-el-first  content-align-middle avia-full-contain'  ><div class='flex_cell_inner'><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5y6v4p-c6375ed920e21d6f2d4e811e666965d5\">\n.flex_cell.av-5y6v4p-c6375ed920e21d6f2d4e811e666965d5{\nvertical-align:middle;\nheight:400px;\nmin-height:400px;\n}\n.responsive #top #wrap_all .flex_cell.av-5y6v4p-c6375ed920e21d6f2d4e811e666965d5{\npadding:60px 60px 60px 60px !important;\n}\n<\/style>\n<div class='flex_cell av-5y6v4p-c6375ed920e21d6f2d4e811e666965d5 av-gridrow-cell av_one_half no_margin  avia-builder-el-6  el_after_av_cell_one_half  avia-builder-el-last  content-align-middle'  ><div class='flex_cell_inner'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-kr4op-3a465d7f733d9e23223af65028584033\">\n.flex_column.av-kr4op-3a465d7f733d9e23223af65028584033{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-kr4op-3a465d7f733d9e23223af65028584033 av_one_full  avia-builder-el-7  avia-builder-el-no-sibling  first flex_column_div av-animated-generic bottom-to-top av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-p35yx-1787a1640c1cad0fb5af0de83dd61b89\">\n#top .av-special-heading.av-p35yx-1787a1640c1cad0fb5af0de83dd61b89{\npadding-bottom:0;\n}\nbody .av-special-heading.av-p35yx-1787a1640c1cad0fb5af0de83dd61b89 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-p35yx-1787a1640c1cad0fb5af0de83dd61b89 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-p35yx-1787a1640c1cad0fb5af0de83dd61b89 av-special-heading-h3 blockquote modern-quote  avia-builder-el-8  el_before_av_hr  avia-builder-el-first  av-linked-heading'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 (Image Preprocessing)<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-5ds8dd-33cb95bb9a658f6ed50998e23b928fc8\">\n#top .hr.av-5ds8dd-33cb95bb9a658f6ed50998e23b928fc8{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-5ds8dd-33cb95bb9a658f6ed50998e23b928fc8 .hr-inner{\nwidth:50px;\nborder-color:#efbb20;\n}\n<\/style>\n<div  class='hr av-5ds8dd-33cb95bb9a658f6ed50998e23b928fc8 hr-custom  avia-builder-el-9  el_after_av_heading  el_before_av_textblock  hr-right hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n<section  class='av_textblock_section av-iodbt-1fd678fd3807af7f64e9b3a576873c56 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><ul>\n<li style=\"text-align: justify;\">\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 (Remove Noise): \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0629 \u062a\u062a\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062e\u0627\u0645 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0644\u0627\u062d\u0642. \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u0635\u0641\u064a\u0629 (Filtering) \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 (Denoising) \u0644\u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u062a\u0635\u062d\u064a\u062d (Correction): \u0642\u062f \u064a\u0624\u062f\u064a \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0625\u0644\u0649 \u0638\u0647\u0648\u0631 \u0634\u0648\u0627\u0626\u0628 \u0623\u0648 \u062a\u0634\u0648\u0647\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0644\u062a\u0642\u0637\u0629. \u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u062e\u0644\u0641\u064a\u0629 (Background Correction) \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0639 (Normalization) \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u062a\u0633\u062c\u064a\u0644 (Registration): \u0625\u0630\u0627 \u062a\u0645 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0635\u0648\u0631 \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0646\u0641\u0633 \u0627\u0644\u0639\u064a\u0646\u0629\u060c \u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0644\u0645\u062d\u0627\u0630\u0627\u062a\u0647\u0627 \u0636\u0645\u0646 \u0646\u0641\u0633 \u0646\u0638\u0627\u0645 \u0627\u0644\u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0633\u0642.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u062a\u062c\u0632\u0626\u0629 (Segmentation): \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0629 \u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 (Regions of Interest &#8211; ROIs) \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c\u0647\u0627 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0631\u0642 \u0645\u062b\u0644 \u0627\u0644\u0639\u062a\u0628\u0629 (Thresholding)\u060c \u0646\u0645\u0648 \u0627\u0644\u0645\u0646\u0637\u0642\u0629 (Region Growing)\u060c \u0623\u0648 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (Machine Learning-Based Segmentation).<\/li>\n<\/ul>\n<\/div><\/section><\/p><\/div>\n<\/div><\/div>\n<\/div><\/p>\n<div id='av-layout-grid-2'  class='av-layout-grid-container av-538k5t-711c91ec12cb796d562e0025c5dbde5e entry-content-wrapper main_color av-flex-cells  avia-builder-el-11  el_after_av_layout_row  el_before_av_layout_row  grid-row-not-first  container_wrap fullsize'  >\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-hc1cx-d6560b75adb35b19fdd45c866061d3d5\">\n.flex_cell.av-hc1cx-d6560b75adb35b19fdd45c866061d3d5{\nvertical-align:middle;\nheight:400px;\nmin-height:400px;\n}\n.responsive #top #wrap_all .flex_cell.av-hc1cx-d6560b75adb35b19fdd45c866061d3d5{\npadding:60px 60px 60px 60px !important;\n}\n<\/style>\n<div class='flex_cell av-hc1cx-d6560b75adb35b19fdd45c866061d3d5 av-gridrow-cell av_one_half no_margin  avia-builder-el-12  el_before_av_cell_one_half  avia-builder-el-first  content-align-middle avia-full-stretch'  ><div class='flex_cell_inner'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-h3kkp-904c243df9a9ee5022650a4fe5274364\">\n.flex_column.av-h3kkp-904c243df9a9ee5022650a4fe5274364{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-h3kkp-904c243df9a9ee5022650a4fe5274364 av_one_full  avia-builder-el-13  avia-builder-el-no-sibling  first flex_column_div av-animated-generic bottom-to-top av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-n0em1-0fc0d196682cd2c1888efe3d4cc5d812\">\n#top .av-special-heading.av-n0em1-0fc0d196682cd2c1888efe3d4cc5d812{\npadding-bottom:0;\n}\nbody .av-special-heading.av-n0em1-0fc0d196682cd2c1888efe3d4cc5d812 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-n0em1-0fc0d196682cd2c1888efe3d4cc5d812 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-n0em1-0fc0d196682cd2c1888efe3d4cc5d812 av-special-heading-h3 blockquote modern-quote  avia-builder-el-14  el_before_av_hr  avia-builder-el-first  av-linked-heading'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u062e\u0635\u0627\u0626\u0635 (Feature Extraction)<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4geab5-913aeba2c510f03cb688baac6c563819\">\n#top .hr.av-4geab5-913aeba2c510f03cb688baac6c563819{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-4geab5-913aeba2c510f03cb688baac6c563819 .hr-inner{\nwidth:50px;\nborder-color:#efbb20;\n}\n<\/style>\n<div  class='hr av-4geab5-913aeba2c510f03cb688baac6c563819 hr-custom  avia-builder-el-15  el_after_av_heading  el_before_av_textblock  hr-right hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n<section  class='av_textblock_section av-47hpex-bd45dc9bb8b02d53723bb2c54226b2ce '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><ul>\n<li style=\"text-align: justify;\">\u0627\u0644\u0634\u062f\u0629 (Intensity): \u0634\u062f\u0629 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u062a\u0639\u062f \u062e\u0627\u0635\u064a\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u0627\u0644\u0628\u0646\u0649 \u0623\u0648 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u0634\u0643\u0644 (Shape): \u0634\u0643\u0644 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u064a\u0648\u0641\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062d\u062c\u0645\u060c \u0627\u0644\u062a\u0645\u0627\u062b\u0644\u060c \u0648\u0627\u0644\u0645\u0648\u0631\u0641\u0648\u0644\u0648\u062c\u064a\u0627 (Morphology) \u0644\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u062f\u0631\u0648\u0633\u0629.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u0646\u0633\u064a\u062c (Texture): \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0646\u0633\u064a\u062c \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0627\u0646\u0633 (Homogeneity) \u0648\u0627\u0644\u0625\u0646\u062a\u0631\u0648\u0628\u064a\u0627 (Entropy) \u062a\u0648\u0641\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0645\u0643\u0627\u0646\u064a \u0644\u0644\u0634\u062f\u0629 \u062f\u0627\u062e\u0644 \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 (Functional Parameters): \u0628\u0639\u0636 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0645\u062b\u0644 \u0627\u0644\u0637\u0628 \u0627\u0644\u0646\u0648\u0648\u064a (Nuclear Medicine) \u0648\u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0628\u0635\u0631\u064a (Optical Imaging) \u062a\u0648\u0641\u0631 \u0645\u0624\u0634\u0631\u0627\u062a \u0648\u0638\u064a\u0641\u064a\u0629 \u0645\u062b\u0644 \u062a\u062f\u0641\u0642 \u0627\u0644\u062f\u0645 (Blood Flow) \u0623\u0648 \u062a\u0634\u0628\u0639 \u0627\u0644\u0623\u0643\u0633\u062c\u064a\u0646 (Oxygen Saturation).<\/li>\n<\/ul>\n<\/div><\/section><\/p><\/div>\n<\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-ee6eh-b26085d2771111096a6b6307dec29c18\">\n.flex_cell.av-ee6eh-b26085d2771111096a6b6307dec29c18{\nvertical-align:middle;\nheight:400px;\nmin-height:400px;\nbackground:url(https:\/\/karamedico.com\/wp-content\/uploads\/2015\/10\/sample-for-portofilo2-1.jpg) 50% 50% no-repeat scroll ;\n}\n.responsive #top #wrap_all .flex_cell.av-ee6eh-b26085d2771111096a6b6307dec29c18{\npadding:60px 60px 60px 60px !important;\n}\n<\/style>\n<div class='flex_cell av-ee6eh-b26085d2771111096a6b6307dec29c18 av-gridrow-cell av_one_half no_margin  avia-builder-el-17  el_after_av_cell_one_half  avia-builder-el-last  content-align-middle avia-full-contain'  ><div class='flex_cell_inner'><\/div><\/div>\n<\/div>\n<div id='av-layout-grid-3'  class='av-layout-grid-container av-2g2wux-5ede370adbef2288ded07bd9d5a9cb37 entry-content-wrapper main_color av-flex-cells  avia-builder-el-18  el_after_av_layout_row  el_before_av_layout_row  av-grid-order-reverse grid-row-not-first  container_wrap fullsize'  >\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-29dsax-c0718c67facb1abca8595bc9f0c6a5e5\">\n.flex_cell.av-29dsax-c0718c67facb1abca8595bc9f0c6a5e5{\nvertical-align:middle;\nheight:400px;\nmin-height:400px;\nbackground:url(https:\/\/karamedico.com\/wp-content\/uploads\/2015\/10\/sample-for-portofilo3-1.jpg) 50% 50% no-repeat scroll ;\n}\n.responsive #top #wrap_all .flex_cell.av-29dsax-c0718c67facb1abca8595bc9f0c6a5e5{\npadding:60px 60px 60px 60px !important;\n}\n<\/style>\n<div class='flex_cell av-29dsax-c0718c67facb1abca8595bc9f0c6a5e5 av-gridrow-cell av_one_half no_margin  avia-builder-el-19  el_before_av_cell_one_half  avia-builder-el-first  content-align-middle avia-full-contain'  ><div class='flex_cell_inner'><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-246qi9-8a72f0675cc4bf4239adeae8323d1c6b\">\n.flex_cell.av-246qi9-8a72f0675cc4bf4239adeae8323d1c6b{\nvertical-align:middle;\nheight:400px;\nmin-height:400px;\n}\n.responsive #top #wrap_all .flex_cell.av-246qi9-8a72f0675cc4bf4239adeae8323d1c6b{\npadding:60px 60px 60px 60px !important;\n}\n<\/style>\n<div class='flex_cell av-246qi9-8a72f0675cc4bf4239adeae8323d1c6b av-gridrow-cell av_one_half no_margin  avia-builder-el-20  el_after_av_cell_one_half  avia-builder-el-last  content-align-middle'  ><div class='flex_cell_inner'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1va7xd-5065267b964ff0e16e6ef01c2738f377\">\n.flex_column.av-1va7xd-5065267b964ff0e16e6ef01c2738f377{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-1va7xd-5065267b964ff0e16e6ef01c2738f377 av_one_full  avia-builder-el-21  avia-builder-el-no-sibling  first flex_column_div av-animated-generic bottom-to-top av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-gvrpl-501c714bcf09fe59cae5b713ea88c6ba\">\n#top .av-special-heading.av-gvrpl-501c714bcf09fe59cae5b713ea88c6ba{\npadding-bottom:0;\n}\nbody .av-special-heading.av-gvrpl-501c714bcf09fe59cae5b713ea88c6ba .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-gvrpl-501c714bcf09fe59cae5b713ea88c6ba .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-gvrpl-501c714bcf09fe59cae5b713ea88c6ba av-special-heading-h3 blockquote modern-quote  avia-builder-el-22  el_before_av_hr  avia-builder-el-first  av-linked-heading'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >\u0627\u0644\u062a\u0643\u0645\u064a\u0629 (Quantification)<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1i84bd-15a29e1196c174e7ab64ba9237cc7127\">\n#top .hr.av-1i84bd-15a29e1196c174e7ab64ba9237cc7127{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-1i84bd-15a29e1196c174e7ab64ba9237cc7127 .hr-inner{\nwidth:50px;\nborder-color:#efbb20;\n}\n<\/style>\n<div  class='hr av-1i84bd-15a29e1196c174e7ab64ba9237cc7127 hr-custom  avia-builder-el-23  el_after_av_heading  el_before_av_textblock  hr-right hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n<section  class='av_textblock_section av-1djwrd-923e1d8c8fb2a8d3b34eff5715fa415e '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><ul>\n<li style=\"text-align: justify;\">\u062d\u0633\u0627\u0628 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 (Calculate Features): \u064a\u062a\u0645 \u062d\u0633\u0627\u0628 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0631\u0642 \u0631\u064a\u0627\u0636\u064a\u0629 \u0648\u0625\u062d\u0635\u0627\u0626\u064a\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0642\u064a\u0627\u0633 \u062d\u062c\u0645 \u0648\u0634\u062f\u0629 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0648\u0645\u0642\u0627\u0631\u0646\u062a\u0647\u0627 \u0628\u064a\u0646 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u062a\u0648\u062d\u064a\u062f \u0627\u0644\u0642\u064a\u0627\u0633\u064a (Standardization): \u0644\u0636\u0645\u0627\u0646 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u062a\u0648\u062d\u064a\u062f \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0629 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0642\u0627\u064a\u064a\u0633 \u0648\u0648\u062d\u062f\u0627\u062a \u0645\u0648\u062d\u062f\u0629.<\/li>\n<li style=\"text-align: justify;\">\u0636\u0628\u0637 \u0627\u0644\u062c\u0648\u062f\u0629 (Quality Control): \u064a\u062c\u0628 \u062a\u0646\u0641\u064a\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0644\u0636\u0628\u0637 \u0627\u0644\u062c\u0648\u062f\u0629 \u0644\u0636\u0645\u0627\u0646 \u062f\u0642\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0629.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u062a\u062d\u0642\u0642 (Validation): \u064a\u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u062f\u0642\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0629 \u0628\u0645\u0642\u0627\u0631\u0646\u062a\u0647\u0627 \u0628\u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 \u0627\u0644\u0630\u0647\u0628\u064a\u0629 (Gold-Standard Methods) \u0623\u0648 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 (Ground Truth Data).<\/li>\n<\/ul>\n<\/div><\/section><\/p><\/div>\n<\/div><\/div>\n<\/div>\n<div id='av-layout-grid-4'  class='av-layout-grid-container av-17qgmx-e2f550fffb2443aeafef2c1b8dfec550 entry-content-wrapper main_color av-flex-cells  avia-builder-el-25  el_after_av_layout_row  avia-builder-el-last  grid-row-not-first  container_wrap fullsize'  >\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-11yku9-50f6dc43c84dc5bfdf29c15a38af127e\">\n.flex_cell.av-11yku9-50f6dc43c84dc5bfdf29c15a38af127e{\nvertical-align:middle;\nheight:400px;\nmin-height:400px;\n}\n.responsive #top #wrap_all .flex_cell.av-11yku9-50f6dc43c84dc5bfdf29c15a38af127e{\npadding:60px 60px 60px 60px !important;\n}\n<\/style>\n<div class='flex_cell av-11yku9-50f6dc43c84dc5bfdf29c15a38af127e av-gridrow-cell av_one_half no_margin  avia-builder-el-26  el_before_av_cell_one_half  avia-builder-el-first  content-align-middle avia-full-stretch'  ><div class='flex_cell_inner'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-38g7l-455b440ece318950188aea167f2fbc50\">\n.flex_column.av-38g7l-455b440ece318950188aea167f2fbc50{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n<\/style>\n<div  class='flex_column av-38g7l-455b440ece318950188aea167f2fbc50 av_one_full  avia-builder-el-27  avia-builder-el-no-sibling  first flex_column_div av-animated-generic bottom-to-top av-zero-column-padding  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-8fl3d-9f99e1aeb64c9aec1e39b0b8adb97777\">\n#top .av-special-heading.av-8fl3d-9f99e1aeb64c9aec1e39b0b8adb97777{\npadding-bottom:0;\n}\nbody .av-special-heading.av-8fl3d-9f99e1aeb64c9aec1e39b0b8adb97777 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-8fl3d-9f99e1aeb64c9aec1e39b0b8adb97777 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-8fl3d-9f99e1aeb64c9aec1e39b0b8adb97777 av-special-heading-h3 blockquote modern-quote  avia-builder-el-28  el_before_av_hr  avia-builder-el-first  av-linked-heading'><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Analysis)<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-jeett-b45e4878f3f6edc74a5502b8d3d8447b\">\n#top .hr.av-jeett-b45e4878f3f6edc74a5502b8d3d8447b{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-jeett-b45e4878f3f6edc74a5502b8d3d8447b .hr-inner{\nwidth:50px;\nborder-color:#efbb20;\n}\n<\/style>\n<div  class='hr av-jeett-b45e4878f3f6edc74a5502b8d3d8447b hr-custom  avia-builder-el-29  el_after_av_heading  el_before_av_textblock  hr-right hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n<section  class='av_textblock_section av-1b7xd-feb221d2e93698eccd5ea0607341163e '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><ul>\n<li style=\"text-align: justify;\">\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a (Statistical Analysis): \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0631\u0642 \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 (Clustering)\u060c \u0627\u0644\u062a\u0635\u0646\u064a\u0641 (Classification)\u060c \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 (Regression) \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0643\u0645\u0645\u0629 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0648 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u062a\u0635\u0648\u0631 (Visualization): \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0635\u0648\u0631 \u0645\u062b\u0644 \u0627\u0644\u062e\u0631\u0627\u0626\u0637 \u0627\u0644\u062d\u0631\u0627\u0631\u064a\u0629 (Heat Maps)\u060c \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0645\u0628\u0639\u062b\u0631\u0629 (Scatter Plots)\u060c \u0648\u0627\u0644\u0647\u064a\u0633\u062a\u0648\u063a\u0631\u0627\u0645\u0627\u062a (Histograms) \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0639\u0631\u0636 \u0627\u0644\u0646\u062a\u0627\u0626\u062c.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u062f\u0645\u062c (Integration): \u064a\u0645\u0643\u0646 \u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0635\u0648\u064a\u0631 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a \u0642\u064a\u062f \u0627\u0644\u062f\u0631\u0627\u0633\u0629.<\/li>\n<li style=\"text-align: justify;\">\u0627\u0644\u062a\u0641\u0633\u064a\u0631 (Interpretation): \u064a\u062c\u0628 \u062a\u0641\u0633\u064a\u0631 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0628\u064a\u0648\u0644\u0648\u062c\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0641\u0631\u0636\u064a\u0627\u062a\u060c \u0645\u0639 \u0645\u0631\u0627\u0639\u0627\u0629 \u062d\u062f\u0648\u062f \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u0635\u0648\u064a\u0631 \u0648\u0637\u0631\u0642 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629.<\/li>\n<\/ul>\n<\/div><\/section><\/p><\/div>\n<\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" 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Cum sociis natoque penatibus et magnis dis parturiulla consequat massa quis enim.<\/p>\n","protected":false},"author":2,"featured_media":2198,"comment_status":"open","ping_status":"closed","template":"","meta":{"footnotes":""},"tags":[],"portfolio_entries":[],"class_list":["post-2181","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/portfolio\/2181","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/types\/portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/comments?post=2181"}],"version-history":[{"count":3,"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/portfolio\/2181\/revisions"}],"predecessor-version":[{"id":2242,"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/portfolio\/2181\/revisions\/2242"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/media\/2198"}],"wp:attachment":[{"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/media?parent=2181"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/tags?post=2181"},{"taxonomy":"portfolio_entries","embeddable":true,"href":"https:\/\/karamedico.com\/ar\/wp-json\/wp\/v2\/portfolio_entries?post=2181"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}