GET https://rct.dev.bbntimes.com/technology/top-5-applications-of-deep-learning-in-healthcare

Response
200 OK
IP
18.221.22.8
Profiled on
Token
768116

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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"security.firewall.map.context.main"
_links 
Symfony\Component\WebLink\GenericLinkProvider {#3613
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      -attributes: [
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    3730 => Symfony\Component\WebLink\Link {#3730
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    }
    3726 => Symfony\Component\WebLink\Link {#3726
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      -attributes: [
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      ]
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      -attributes: [
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    3724 => Symfony\Component\WebLink\Link {#3724
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      -attributes: [
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    3723 => Symfony\Component\WebLink\Link {#3723
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      -attributes: [
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    3722 => Symfony\Component\WebLink\Link {#3722
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      -attributes: [
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    3721 => Symfony\Component\WebLink\Link {#3721
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      -attributes: [
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_route 
"article_show"
_route_params 
[
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]
_security_firewall_run 
"_security_main"
_stopwatch_token 
"36aaa7"
category 
"technology"
slug 
"top-5-applications-of-deep-learning-in-healthcare"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"PHPSESSID=954vreji2f872q28a6dtie50da"
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 13:48:06 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 
"768116"

Cookies

Request Cookies

Key Value
PHPSESSID 
"954vreji2f872q28a6dtie50da"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 22 Feb 25 13:48:02 +0000"
Last used 
"Sat, 22 Feb 25 13:48:04 +0000"
Lifetime 
0

Session Attributes

Attribute Value
_csrf/https-comment 
"KZ9z6fterWNA25GRFW0yoU5au7WYuPB8yMeBM8LJawg"
_csrf/https-cookie_accept 
"1NHDA7ZfEU1FJHDyEZcHxGRgg0HeMQ-lXsGbhl_2AUI"

Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
Show trace 
[
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
Show trace 
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  [
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
Show trace 
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    "type" => "->"
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    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
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    "line" => 197
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/runtime/Runner/Symfony/HttpKernelRunner.php"
    "line" => 35
    "function" => "handle"
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    "type" => "->"
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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"
    "type" => "->"
  ]
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
  ]
]
Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-core/Authentication/Token/Storage/UsageTrackingTokenStorage.php"
    "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"
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    "function" => "getToken"
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    "function" => "twig_get_attribute"
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    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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    "function" => "renderHeader"
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  [
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    "function" => "handle"
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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"
    "line" => 38
    "function" => "render"
    "class" => "Twig\Template"
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    "line" => 280
    "function" => "render"
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    "function" => "render"
    "class" => "Twig\Environment"
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    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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    "line" => 253
    "function" => "doRender"
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  [
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    "function" => "show"
    "class" => "App\Controller\ArticleController"
    "type" => "->"
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  [
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    "line" => 76
    "function" => "handleRaw"
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    "type" => "->"
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  [
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    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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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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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
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]
Symfony\Component\Security\Http\Firewall\ContextListener:171
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-http/Firewall/ContextListener.php"
    "line" => 171
    "function" => "remove"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/Debug/WrappedListener.php"
    "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" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/EventDispatcher.php"
    "line" => 56
    "function" => "callListeners"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
  ]
  [
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    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
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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" => "dispatch"
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    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 202
    "function" => "filterResponse"
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    "type" => "->"
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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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]

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=954vreji2f872q28a6dtie50da"
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/top-5-applications-of-deep-learning-in-healthcare"
REDIRECT_REDIRECT_SCRIPT_URL 
"/technology/top-5-applications-of-deep-learning-in-healthcare"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"Z7nVlZDyWLT8YV1VjBpb6QAAAIg"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/technology/top-5-applications-of-deep-learning-in-healthcare"
REDIRECT_SCRIPT_URL 
"/technology/top-5-applications-of-deep-learning-in-healthcare"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"Z7nVlZDyWLT8YV1VjBpb6QAAAIg"
REDIRECT_URL 
"/public/technology/top-5-applications-of-deep-learning-in-healthcare"
REMOTE_ADDR 
"18.221.22.8"
REMOTE_PORT 
"59937"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1740232085
REQUEST_TIME_FLOAT 
1740232085.9657
REQUEST_URI 
"/technology/top-5-applications-of-deep-learning-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/top-5-applications-of-deep-learning-in-healthcare"
SCRIPT_URL 
"/technology/top-5-applications-of-deep-learning-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 
"Z7nVlZDyWLT8YV1VjBpb6QAAAIg"

Sub Requests 6

CookieController :: renderAnalysis (token = 346be9)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"f8f1e4"

AppController :: renderHeader (token = ae0ed4)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"0d8475"
slug 
"home"

ArticleController :: trendingArticle (token = 87bc45)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"a1438c"
category 
"Technology"

ArticleController :: relatedArticles (token = efbf88)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"be0bd7"
current_article 
App\Entity\Article {#1094
  -id: 1729
  -title: "Top 5 Applications of Deep Learning in Healthcare"
  -slug: "top-5-applications-of-deep-learning-in-healthcare"
  -introtext: "<p>Deep learning in healthcare can uncover the hidden opportunities and patterns in clinical data, helping doctors to treat their patients more efficiently.</p>\r\n"
  -content: """
    \r\n
    <p><a href="technology/the-most-common-artificial-intelligence-misconceptions" target="_blank" rel="noopener">Artificial Intelligence</a>, machine learning and deep learning have gained a lot of attention for quite some time now. These technologies are revolutionizing various industries such as retail, finance, travel, manufacturing, healthcare, and so on. Healthcare is an important industry that implements these technologies. As health is a priority, medical experts are continually trying to find ways to implement new technologies and provide impactful results. Deep learning in healthcare offers pathbreaking applications. Deep learning gathers a massive volume of data, including patients’ records, medical reports, and insurance records, and applies its neural networks to provide the best outcomes.</p>\r\n
    <div><img src="https://media.licdn.com/dms/image/C4D12AQFReO-aERMh-A/article-inline_image-shrink_1500_2232/0?e=2125872000&amp;v=beta&amp;t=FPyt-KeL6Gpp92jWy9lVB8ljPPjB1zYNK0W_13pshIc" alt="" data-media-urn="urn:li:digitalmediaAsset:C4D12AQFReO-aERMh-A" data-li-src="https://media.licdn.com/dms/image/C4D12AQFReO-aERMh-A/article-inline_image-shrink_1500_2232/0?e=2125872000&amp;v=beta&amp;t=FPyt-KeL6Gpp92jWy9lVB8ljPPjB1zYNK0W_13pshIc" /><br /><br /></div>\r\n
    <h2><span style="color: #10228b;">Benefits of Deep Learning</span></h2>\r\n
    <p>In simple words, deep learning is a type of machine learning. It solves problems that were unsolvable. Deep learning uses the neural networks to increase the computational work and provides accurate results. Some of the incredible applications of deep learning are NLP, speech recognition, face recognition. For instance, when you upload a picture with your friend on Facebook, Facebook automatically tags your friend and suggests you his name. Facebook uses deep learning techniques to recognize a face. Deep learning techniques understand human spoken languages and convert them into text. In the future, deep learning, in collaboration with IoT, might see tons of groundbreaking innovations.</p>\r\n
    <h2><span style="color: #10228b;">Deep Learning in Healthcare</span></h2>\r\n
    <p>Deep learning is assisting medical professionals and researchers to discover the hidden opportunities in data and to serve the healthcare industry better. Deep learning in healthcare provides doctors the analysis of any disease accurately and helps them treat them better, thus resulting in better medical decisions.</p>\r\n
    <p><span style="color: #10228b;"><strong>1. Drug discovery</strong></span></p>\r\n
    <p>Deep learning in healthcare helps in the discovery of medicines and their development. The technology analyzes the patient's medical history and provides the best treatment for them. Moreover, this technology is gaining insights from patient symptoms and tests.</p>\r\n
    <p><span style="color: #10228b;"><strong>2. Medical imaging</strong></span></p>\r\n
    <p>Medical imaging techniques such as MRI scans, CT scans, ECG, are used to diagnose dreadful diseases such as heart disease, cancer, brain tumor. Hence, deep learning helps doctors to analyze the disease better and provide patients with the best treatment.</p>\r\n
    <p><span style="color: #10228b;"><strong>3. Insurance fraud</strong></span></p>\r\n
    <p>Deep learning is used to analyze the medical insurance fraud claims. With predictive analytics, it can predict fraud claims that are likely to happen in the future. Moreover, deep learning helps insurance industry to send out discounts and offers to their target patients.</p>\r\n
    <p><span style="color: #10228b;"><strong>4. Alzheimer's disease</strong></span></p>\r\n
    <p>Alzheimer is one of the significant challenges that the medical industry faces. Deep learning techniques are used to detect the Alzheimer disease at an early stage.</p>\r\n
    <p><span style="color: #10228b;"><strong>5. Genome</strong></span></p>\r\n
    <p>Deep learning technique is used to understand a genome and help patients get an idea about diseases that might affect them. Deep learning has a promising future in genomics, and also the insurance industry.&nbsp;<a href="https://www.enlitic.com/" target="_blank" rel="nofollow noopener">Entilic says</a>&nbsp;that they use deep learning techniques to help doctors make faster and more accurate decisions.&nbsp;<a href="https://www.cellscope.com/" target="_blank" rel="nofollow noopener">Cellscope</a>&nbsp;uses deep learning techniques to help parents monitor the health of their children through a smart device in real time, thus minimizing frequent visits to the doctor. The evolution of deep learning in healthcare&nbsp;provides doctors and patients astonishing applications, enhancing their medical treatment experience.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1641094078 {#1145
    date: 2022-01-02 03:27:58.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1641094156 {#1150
    date: 2022-01-02 03:29:16.0 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: 14756
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1641094078 {#1148
    date: 2022-01-02 03:27:58.0 UTC (+00:00)
  }
  -metakey: "Top 5 Applications of Deep Learning in Healthcare"
  -metadesc: "Deep learning in healthcare can uncover the hidden opportunities and patterns in clinical data, helping doctors to treat their patients well."
  -robots: null
  -publishedAt: DateTime @1641094078 {#1147
    date: 2022-01-02 03:27:58.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = 7721ec)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"ad23ec"

CookieController :: renderCookie (token = 4f8537)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"59c203"