GET https://rct.dev.bbntimes.com/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller
"App\Controller\ArticleController::show"
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_links
Symfony\Component\WebLink\GenericLinkProvider {#3673
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    3786 => Symfony\Component\WebLink\Link {#3786
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    3782 => Symfony\Component\WebLink\Link {#3782
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    3781 => Symfony\Component\WebLink\Link {#3781
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_security_firewall_run
"_security_main"
_stopwatch_token
"1fd036"
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"technology"
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"the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"

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Header Value
accept
"*/*"
accept-encoding
"gzip, br, zstd, deflate"
connection
"close"
cookie
"PHPSESSID=vc2nqn2lm0c5ntcj1uah6t3p64"
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
"Sat, 22 Feb 2025 13:43:02 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
"111dcc"

Cookies

Request Cookies

Key Value
PHPSESSID
"vc2nqn2lm0c5ntcj1uah6t3p64"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created
"Sat, 22 Feb 25 13:42:40 +0000"
Last used
"Sat, 22 Feb 25 13:43:01 +0000"
Lifetime
0

Session Attributes

Attribute Value
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_csrf/https-cookie_accept
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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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    "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" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/twig-bridge/AppVariable.php"
    "line" => 103
    "function" => "getToken"
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    "line" => 1635
    "function" => "getUser"
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    "type" => "->"
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    "function" => "twig_get_attribute"
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    "function" => "doDisplay"
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    "function" => "displayWithErrorHandling"
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    "function" => "display"
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    "function" => "render"
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    "function" => "render"
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    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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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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  [
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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"
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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"
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  [
    "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"
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  [
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    "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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    "function" => "callListeners"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
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    "function" => "filterResponse"
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    "function" => "run"
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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=vc2nqn2lm0c5ntcj1uah6t3p64"
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/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
REDIRECT_REDIRECT_SCRIPT_URL
"/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
REDIRECT_REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS
"200"
REDIRECT_REDIRECT_UNIQUE_ID
"Z7nUZZDyWLT8YV1VjBpaMgAAAIc"
REDIRECT_SCRIPT_URI
"https://rct.dev.bbntimes.com/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
REDIRECT_SCRIPT_URL
"/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_STATUS
"200"
REDIRECT_UNIQUE_ID
"Z7nUZZDyWLT8YV1VjBpaMgAAAIc"
REDIRECT_URL
"/public/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
REMOTE_ADDR
"3.144.84.174"
REMOTE_PORT
"27988"
REQUEST_METHOD
"GET"
REQUEST_SCHEME
"https"
REQUEST_TIME
1740231781
REQUEST_TIME_FLOAT
1740231781.9673
REQUEST_URI
"/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
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/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
SCRIPT_URL
"/technology/the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
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
"Z7nUZZDyWLT8YV1VjBpaMgAAAIc"

Sub Requests 6

CookieController :: renderAnalysis (token = 30e8a5)

Key Value
_controller
"App\Controller\CookieController::renderAnalysis"
_format
"html"
_locale
"en"
_stopwatch_token
"883549"

AppController :: renderHeader (token = fccf33)

Key Value
_controller
"App\Controller\AppController::renderHeader"
_format
"html"
_locale
"en"
_stopwatch_token
"f9e8ab"
slug
"home"

ArticleController :: trendingArticle (token = 29e8bb)

Key Value
_controller
"App\Controller\ArticleController::trendingArticle"
_format
"html"
_locale
"en"
_stopwatch_token
"c1c0e8"
category
"Technology"

ArticleController :: relatedArticles (token = 41d744)

Key Value
_controller
"App\Controller\ArticleController::relatedArticles"
_format
"html"
_locale
"en"
_stopwatch_token
"6e6e5e"
current_article
App\Entity\Article {#1094
  -id: 2412
  -title: "The Challenges of Artificial Intelligence to Succeed in Healthcare"
  -slug: "the-challenges-of-artificial-intelligence-to-succeed-in-healthcare"
  -introtext: "<p>Artificial intelligence can support doctors by analyzing thousands of medical papers using natural language processing to inform treatment plans.&nbsp;Every technology has its own set of strengths and weaknesses. In the following article, we will explore the challenges of artificial intelligence in the healthcare industry.</p>\r\n"
  -content: """
    \r\n
    <p><a href="https://www.allerin.com/blog/ai-and-everyday-life" target="_blank" rel="nofollow noopener">Artificial intelligence (AI) has rapidly disrupted numerous industries</a>, such as advertising, retail, manufacturing, and tourism, with its path-breaking applications. In the last few years, the healthcare industry has witnessed several innovations that improved treatment, disease analysis, and patient satisfaction. Technology has, to a large extent, changed the way doctors treat their patients. A lot of work has been taking place in the field of AI reducing costs and improving efficiency. Despite promising early signs, there are some serious obstacles that artificial intelligence should overcome to fully enhance the healthcare industry.&nbsp;</p>\r\n
    <h2><span style="color: #10228b;">Successful Use Cases of Artificial Intelligence in the Healthcare Industry</span></h2>\r\n
    <p>Before getting into the challenges that are faced by AI in the healthcare industry, let us take a look at some of the most sucecssful use cases in the sector:</p>\r\n
    <ul>\r\n
    <li>AI algorithms can analyze the current health status of an individual and predict any sickness that he or she may suffer in the future. Hence, patients can take preventive measures, saving their lives and reducing their suffering.<br /><br /></li>\r\n
    <li>By using deep learning techniques thanks to AI, hospitals can research and publish studies on the causes, symptoms, and effects of diseases as serious as cancer.<br /><br /></li>\r\n
    <li>Artificial intelligence has led to some revolutionary medical solutions. EMR is an extensively used solution in the healthcare industry. It stores&nbsp; patients' clinical data safely, granting immediate access to their history in case of a medical emergency.<br /><br /></li>\r\n
    <li><a href="http://www.thehansindia.com/posts/index/Health/2018-03-18/This-telehealth-program-offers-hope-for-diabetics/367353" target="_blank" rel="nofollow noopener">Telehealth programs</a>&nbsp;are&nbsp;helping the diabetic patients.&nbsp;Now that medical telemetry products are wireless and omnipresent, AI software can sift through the mountains of data faster than humans, quickly identifying health problems before they become catastrophic.</li>\r\n
    </ul>\r\n
    <h2><span style="color: #10228b;">Challenges of Artificial Intelligence in the Healthcare Industry</span></h2>\r\n
    <div><img src="https://media.licdn.com/dms/image/C4D12AQEvcyEbbPxhhQ/article-inline_image-shrink_1000_1488/0?e=1539820800&amp;v=beta&amp;t=jzbuSwoW0QDbEiiGxPa4Hj7PQa9nZtgxgn6SJN77HsE" alt="" width="871" height="459" data-media-urn="urn:li:digitalmediaAsset:C4D12AQEvcyEbbPxhhQ" data-li-src="https://media.licdn.com/dms/image/C4D12AQEvcyEbbPxhhQ/article-inline_image-shrink_1000_1488/0?e=1539820800&amp;v=beta&amp;t=jzbuSwoW0QDbEiiGxPa4Hj7PQa9nZtgxgn6SJN77HsE" /></div>\r\n
    <p><br />AI algorithms analyse large volume of data learning to perform better. An AI system is first trained with carefully curated data, deployed in any application area. If the data that is available for training an AI system is inadequate, the system will fail to offer the expected results.&nbsp;<a href="https://www.topbots.com/healthcare-ai-opportunities-challenges-policy-workflow/" target="_blank" rel="nofollow noopener">Dr, Robert Mittendorff, explains</a>&nbsp;“curated data sets that are robust and have both the breadth and depth for training in a particular application are essential, but particl hard to access due to privacy concerns, record identification concerns, and HIPAA.”</p>\r\n
    <p>Another big challenge lies in constructing medical solutions. The expectation is that experts should build AI systems that offer accurate results when implemented in a medical clinic or a hospital. However, doctors who have used AI in their hospitals have a rather disappointing feedback to share. One such&nbsp;<a href="https://www.topbots.com/healthcare-ai-opportunities-challenges-policy-workflow/" target="_blank" rel="nofollow noopener">feedback comes from Dr. Jose I. Almedia</a>, that goes as follow, “we implemented our first EMR system hoping it would improve efficiency. We are now on our fourth, and remain disappointed. Right now, it’s been more of a hassle than a time-saver, and has disrupted the doctor/patient relationship by forcing a screen between physicians and their patients.”</p>\r\n
    <p>In the very complex world of healthcare, artificial intelligence tools can support human providers to provide faster service, diagnose issues and analyze data to identify trends or genetic information that would predispose someone to a particular disease. When saving minutes can mean saving lives, AI can be transformative not only for healthcare but for every single patient.</p>\r\n
    <p>&nbsp;</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1534359079 {#1145
    date: 2018-08-15 18:51:19.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1534359383 {#1150
    date: 2018-08-15 18:56:23.0 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: 10304
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1534359076 {#1148
    date: 2018-08-15 18:51:16.0 UTC (+00:00)
  }
  -metakey: ""
  -metadesc: "Artificial intelligence can support doctors by analyzing thousands of medical papers using natural language processing to inform treatment plans.\u{A0}Every technology has its own set of strengths and weaknesses. In the following article, we will explore the challenges of artificial intelligence in the healthcare industry."
  -robots: null
  -publishedAt: DateTime @1534359076 {#1147
    date: 2018-08-15 18:51:16.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = 87f35f)

Key Value
_controller
"App\Controller\AppController::renderFooter"
_format
"html"
_locale
"en"
_stopwatch_token
"3ac8cf"

CookieController :: renderCookie (token = 9b57d5)

Key Value
_controller
"App\Controller\CookieController::renderCookie"
_format
"html"
_locale
"en"
_stopwatch_token
"c7d7fb"