GET https://rct.dev.bbntimes.com/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller
"App\Controller\ArticleController::show"
_firewall_context
"security.firewall.map.context.main"
_links
Symfony\Component\WebLink\GenericLinkProvider {#3638
  -links: [
    3759 => Symfony\Component\WebLink\Link {#3759
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      -rel: [
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      -attributes: [
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    3757 => Symfony\Component\WebLink\Link {#3757
      -href: "/build/644.js"
      -rel: [
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      -attributes: [
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    3756 => Symfony\Component\WebLink\Link {#3756
      -href: "/build/502.js"
      -rel: [
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      ]
      -attributes: [
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      ]
    }
    3755 => Symfony\Component\WebLink\Link {#3755
      -href: "/build/app.js"
      -rel: [
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      -attributes: [
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      ]
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    3754 => Symfony\Component\WebLink\Link {#3754
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      -rel: [
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      -attributes: [
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      ]
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    3753 => Symfony\Component\WebLink\Link {#3753
      -href: "/build/term-condition.js"
      -rel: [
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      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3752 => Symfony\Component\WebLink\Link {#3752
      -href: "/build/contact.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3751 => Symfony\Component\WebLink\Link {#3751
      -href: "/build/scroll-infinite-article.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3750 => Symfony\Component\WebLink\Link {#3750
      -href: "/build/app.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3749 => Symfony\Component\WebLink\Link {#3749
      -href: "/build/cookie-style.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3748 => Symfony\Component\WebLink\Link {#3748
      -href: "/build/term-condition-css.css"
      -rel: [
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      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3747 => Symfony\Component\WebLink\Link {#3747
      -href: "/build/contact-css.css"
      -rel: [
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      -attributes: [
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      ]
    }
    3746 => Symfony\Component\WebLink\Link {#3746
      -href: "/build/comment-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
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      ]
    }
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}
_route
"article_show"
_route_params
[
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  "slug" => "how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
]
_security_firewall_run
"_security_main"
_stopwatch_token
"771740"
category
"science"
slug
"how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"

Request Headers

Header Value
accept
"*/*"
accept-encoding
"gzip, br, zstd, deflate"
connection
"close"
cookie
"PHPSESSID=2orq29j4bf79pnqe6quukqiu9m"
host
"rct.dev.bbntimes.com"
user-agent
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-php-ob-level
"1"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control
"no-cache, private"
content-type
"text/html; charset=UTF-8"
date
"Wed, 16 Apr 2025 07:31:18 GMT"
link
"</build/runtime.js>; rel="preload"; as="script",</build/644.js>; rel="preload"; as="script",</build/502.js>; rel="preload"; as="script",</build/app.js>; rel="preload"; as="script",</build/view-more.js>; rel="preload"; as="script",</build/term-condition.js>; rel="preload"; as="script",</build/contact.js>; rel="preload"; as="script",</build/scroll-infinite-article.js>; rel="preload"; as="script",</build/app.css>; rel="preload"; as="style",</build/cookie-style.css>; rel="preload"; as="style",</build/term-condition-css.css>; rel="preload"; as="style",</build/contact-css.css>; rel="preload"; as="style",</build/comment-css.css>; rel="preload"; as="style""
x-debug-token
"363abb"

Cookies

Request Cookies

Key Value
PHPSESSID
"2orq29j4bf79pnqe6quukqiu9m"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created
"Wed, 16 Apr 25 07:30:49 +0000"
Last used
"Wed, 16 Apr 25 07:31:17 +0000"
Lifetime
0

Session Attributes

Attribute Value
_csrf/https-comment
"_zfuEamVYDvyuNAWHDk88KhvuKCaU8NC1BdgM4J5fTc"
_csrf/https-cookie_accept
"dxbdKSjHWqyfFI_knuQDyJvWyVPLOEG6365ilDh8RyI"

Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
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    "line" => 197
    "function" => "handle"
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    "function" => "handle"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    "line" => 29
    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
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    "args" => [
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    ]
    "function" => "require_once"
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]
Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
[
  [
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    "line" => 41
    "function" => "getMetadataBag"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/twig-bridge/AppVariable.php"
    "line" => 103
    "function" => "getToken"
    "class" => "Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage"
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    "line" => 1635
    "function" => "getUser"
    "class" => "Symfony\Bridge\Twig\AppVariable"
    "type" => "->"
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    "line" => 200
    "function" => "twig_get_attribute"
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  [
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    "line" => 394
    "function" => "doDisplay"
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    "function" => "displayWithErrorHandling"
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    "line" => 379
    "function" => "display"
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    "function" => "render"
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    "line" => 453
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    "function" => "doRender"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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    "function" => "render"
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    "function" => "renderHeader"
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    "function" => "handle"
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  [
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    "function" => "displayWithErrorHandling"
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  [
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    "line" => 379
    "function" => "display"
    "class" => "Twig\Template"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/TemplateWrapper.php"
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    "function" => "render"
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  [
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    "function" => "render"
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  [
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    "function" => "render"
    "class" => "Twig\Environment"
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  [
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    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
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    "line" => 253
    "function" => "doRender"
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  [
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    "function" => "show"
    "class" => "App\Controller\ArticleController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
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    "function" => "handleRaw"
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  [
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    "function" => "handle"
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  [
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    "function" => "handle"
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    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
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  [
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    "line" => 5
    "args" => [
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]
Symfony\Component\Security\Http\Firewall\ContextListener:171
[
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    "line" => 171
    "function" => "remove"
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    "type" => "->"
  ]
  [
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    "line" => 116
    "function" => "onKernelResponse"
    "class" => "Symfony\Component\Security\Http\Firewall\ContextListener"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/EventDispatcher.php"
    "line" => 220
    "function" => "__invoke"
    "class" => "Symfony\Component\EventDispatcher\Debug\WrappedListener"
    "type" => "->"
  ]
  [
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    "line" => 56
    "function" => "callListeners"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
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    "function" => "dispatch"
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  [
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  [
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    "line" => 202
    "function" => "filterResponse"
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    "function" => "handle"
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    "function" => "handle"
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    "function" => "run"
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  [
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    "args" => [
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    "function" => "require_once"
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]

Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
APP_ENV
"dev"
APP_SECRET
"0a988e63f011514eaabfc650b599af4d"
CORS_ALLOW_ORIGIN
"*"
DATABASE_URL
"mysql://bbndb_rctuser:33F5W25z40or0f7@localhost:3306/rct_bbntimes"
GOOGLE_RECAPTCHA_SECRET_KEY
"6LdV5fgpAAAAANxzTG8ZMfIjil1wu-1vrQvnUt-x"
GOOGLE_RECAPTCHA_SITE_KEY
"6LdV5fgpAAAAAENKcn73MJAhQrbtQeqgyC4wDLMP"
MAILER_DSN
"smtp://no-reply%40rct.dev.bbntimes.com:Bl6%26gLD48%26Of919@rct.dev.bbntimes.com:465"
MARIADB_PASSWORD
"i!87pK&!85ezc8"

Defined as regular env variables

Key Value
APP_DEBUG
"1"
BASE
"/public"
CONTEXT_DOCUMENT_ROOT
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
CONTEXT_PREFIX
""
DOCUMENT_ROOT
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
FCGI_ROLE
"RESPONDER"
GATEWAY_INTERFACE
"CGI/1.1"
HTTPS
"on"
HTTP_ACCEPT
"*/*"
HTTP_ACCEPT_ENCODING
"gzip, br, zstd, deflate"
HTTP_CONNECTION
"close"
HTTP_COOKIE
"PHPSESSID=2orq29j4bf79pnqe6quukqiu9m"
HTTP_HOST
"rct.dev.bbntimes.com"
HTTP_USER_AGENT
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY
"0"
PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY
"0"
PATH
"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"
PHP_SELF
"/public/index.php"
PP_CUSTOM_PHP_CGI_INDEX
"plesk-php81-fastcgi"
PP_CUSTOM_PHP_INI
"/var/www/vhosts/system/rct.dev.bbntimes.com/etc/php.ini"
QUERY_STRING
""
REDIRECT_BASE
"/public"
REDIRECT_HTTPS
"on"
REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY
"0"
REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY
"0"
REDIRECT_REDIRECT_HTTPS
"on"
REDIRECT_REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY
"0"
REDIRECT_REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY
"0"
REDIRECT_REDIRECT_SCRIPT_URI
"https://rct.dev.bbntimes.com/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
REDIRECT_REDIRECT_SCRIPT_URL
"/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
REDIRECT_REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS
"200"
REDIRECT_REDIRECT_UNIQUE_ID
"Z_9cxmge1xMBiYOLLKJZ3gAAAFU"
REDIRECT_SCRIPT_URI
"https://rct.dev.bbntimes.com/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
REDIRECT_SCRIPT_URL
"/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_STATUS
"200"
REDIRECT_UNIQUE_ID
"Z_9cxmge1xMBiYOLLKJZ3gAAAFU"
REDIRECT_URL
"/public/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
REMOTE_ADDR
"18.222.144.72"
REMOTE_PORT
"24578"
REQUEST_METHOD
"GET"
REQUEST_SCHEME
"https"
REQUEST_TIME
1744788678
REQUEST_TIME_FLOAT
1744788678.4177
REQUEST_URI
"/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
SCRIPT_FILENAME
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
SCRIPT_NAME
"/public/index.php"
SCRIPT_URI
"https://rct.dev.bbntimes.com/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
SCRIPT_URL
"/science/how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
SERVER_ADDR
"5.196.1.209"
SERVER_ADMIN
"[no address given]"
SERVER_NAME
"rct.dev.bbntimes.com"
SERVER_PORT
"443"
SERVER_PROTOCOL
"HTTP/1.1"
SERVER_SIGNATURE
"<address>Apache Server at rct.dev.bbntimes.com Port 443</address>\n"
SERVER_SOFTWARE
"Apache"
SSL_TLS_SNI
"rct.dev.bbntimes.com"
SYMFONY_DOTENV_VARS
"APP_ENV,APP_SECRET,DATABASE_URL,MARIADB_PASSWORD,CORS_ALLOW_ORIGIN,MAILER_DSN,GOOGLE_RECAPTCHA_SECRET_KEY,GOOGLE_RECAPTCHA_SITE_KEY"
UNIQUE_ID
"Z_9cxmge1xMBiYOLLKJZ3gAAAFU"

Sub Requests 6

CookieController :: renderAnalysis (token = 973651)

Key Value
_controller
"App\Controller\CookieController::renderAnalysis"
_format
"html"
_locale
"en"
_stopwatch_token
"74b3df"

AppController :: renderHeader (token = ddcfa8)

Key Value
_controller
"App\Controller\AppController::renderHeader"
_format
"html"
_locale
"en"
_stopwatch_token
"65e58c"
slug
"home"

ArticleController :: trendingArticle (token = 022a2e)

Key Value
_controller
"App\Controller\ArticleController::trendingArticle"
_format
"html"
_locale
"en"
_stopwatch_token
"e3fb19"
category
"Science"

ArticleController :: relatedArticles (token = 89fb44)

Key Value
_controller
"App\Controller\ArticleController::relatedArticles"
_format
"html"
_locale
"en"
_stopwatch_token
"a73423"
current_article
App\Entity\Article {#1094
  -id: 7326
  -title: "How Facial Recognition Can Be Used to Detect Rare Genetic Disorders"
  -slug: "how-facial-recognition-can-be-used-to-detect-rare-genetic-disorders"
  -introtext: """
    <div id="ember71" class="ember-view">\r\n
    <div class="reader-article-content" dir="ltr">\r\n
    <p><span style="color: #000000;">Deep learning-based facial recognition can help doctors diagnose rare genetic disorders that are hard to detect by human clinicians.</span></p>\r\n
    """
  -content: """
    \r\n
    <p><span style="color: #000000;">How much can a computer reveal about you by reading your face? According to a recently released report by the National Human Genome Research Institute (NHGRI), it can reveal whether you suffer from a hard-to-detect genetic disorder or not, for starters. And it can do so with a greater rate of accuracy than human experts. But considering the</span>&nbsp;<a href="https://www.allerin.com/blog/6-hottest-ai-applications-that-will-blow-your-mind" target="_blank" rel="nofollow noopener">stunning applications of AI</a>&nbsp;<span style="color: #000000;">that keep emerging, it may not come as much of a surprise. However, the potential implications of this result can prove to be truly groundbreaking for the medical community. It can help us in defining the future potential of facial recognition in healthcare.</span>&nbsp;<a href="https://www.ncbi.nlm.nih.gov/pubmed/17712990" target="_blank" rel="nofollow noopener">DiGeorge syndrome or velocardiofacial syndrome</a>&nbsp;<span style="color: #000000;">is a genetic disorder that causes multiple physical and mental defects in children. The challenge is that the symptoms of the disease can look different for different populations of people. This makes it difficult for doctors to use a standard set of physical indicators to diagnose it. And the late diagnosis of this disease means that the doctors are unable to mitigate the worst outcomes of the disease. To help clinicians detect the symptoms of DiGeorge syndrome in the early stages of childhood, using facial recognition technology, the team of&nbsp;</span><a href="https://www.genome.gov/news/news-release/Facial-recognition-software-helps-diagnose-rare-genetic-disease" target="_blank" rel="nofollow noopener">researchers at NHGRI were able to detect the disease accurately in 96.6%</a>&nbsp;<span style="color: #000000;">of the cases.</span></p>\r\n
    <div class="slate-resizable-image-embed slate-image-embed__resize-full-width"><img src="https://media-exp1.licdn.com/dms/image/C5612AQEkaXDYekWEow/article-inline_image-shrink_1000_1488/0?e=1609977600&amp;v=beta&amp;t=EvavCtjBBwT1lDaH6xZ4RS2ohcoBZzra6Wq7BzdSdNc" alt="Facial Recognition" data-media-urn data-li-src="https://media-exp1.licdn.com/dms/image/C5612AQEkaXDYekWEow/article-inline_image-shrink_1000_1488/0?e=1609977600&amp;v=beta&amp;t=EvavCtjBBwT1lDaH6xZ4RS2ohcoBZzra6Wq7BzdSdNc" /><br />&nbsp;</div>\r\n
    <h2>How Does Facial Recognition Help in Detecting Genetic Disorders?</h2>\r\n
    <p>Facial recognition systems are adept at identifying even the subtlest of patterns in data, which human eyes may easily miss. To create a facial recognition-based diagnostic tool, researchers train the algorithm with thousands of images of children afflicted with genetic disorders. Each image is labeled with its subject’s genetic disorder. The algorithms identify the hidden patterns in the training data that are correlated with the presence of various genetic diseases. These patterns may include barely noticeable deviations such as slightly deformed facial features that human eyes can fail to spot. The algorithm looks for these patterns in the new images fed to them and determines the presence of genetic diseases. Such algorithms are also reported to be able to detect Down’s syndrome with a fair level of accuracy.</p>\r\n
    <h2>What Does it Mean for the Future of Facial Recognition in Healthcare?</h2>\r\n
    <p>Such cases open up a whole new world of possibilities for the use of facial recognition in healthcare. Facial recognition can be used to identify a whole slew of otherwise undetectable diseases. This can help in treating those conditions before their onset, preventing the complications that the patients may suffer from in the later stages. This technology can also help in offsetting fatal diseases that can be cured by early diagnosis, saving thousands, or even millions of lives.</p>\r\n
    <p>The use of artificial intelligence and facial recognition is already proving to be a boon for many patients across the world. These technologies are making it easier for doctors to identify illnesses and cure them before they get serious. In case of incurable illnesses, such applications are helping doctors to prolong patients’ lives. Thus, it would be in everyone’s best interest when these technologies become a standard part of the physician’s toolkit.</p>\r\n
    </div>\r\n
    </div>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1604663061 {#1145
    date: 2020-11-06 11:44:21.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1604663202 {#1150
    date: 2020-11-06 11:46:42.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 1783
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1604663061 {#1148
    date: 2020-11-06 11:44:21.0 UTC (+00:00)
  }
  -metakey: "How Facial Recognition Can Be Used to Detect Rare Genetic Disorders"
  -metadesc: "Deep learning-based facial recognition can help doctors diagnose rare genetic disorders that are hard to detect by human clinicians."
  -robots: null
  -publishedAt: DateTime @1604663061 {#1147
    date: 2020-11-06 11:44:21.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = bbffb2)

Key Value
_controller
"App\Controller\AppController::renderFooter"
_format
"html"
_locale
"en"
_stopwatch_token
"9383d9"

CookieController :: renderCookie (token = fdb0bb)

Key Value
_controller
"App\Controller\CookieController::renderCookie"
_format
"html"
_locale
"en"
_stopwatch_token
"f4fe8f"