GET https://rct.dev.bbntimes.com/science/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller
"App\Controller\ArticleController::show"
_firewall_context
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_links
Symfony\Component\WebLink\GenericLinkProvider {#3588
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      -rel: [
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    3701 => Symfony\Component\WebLink\Link {#3701
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    3700 => Symfony\Component\WebLink\Link {#3700
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    3698 => Symfony\Component\WebLink\Link {#3698
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      -attributes: [
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    3697 => Symfony\Component\WebLink\Link {#3697
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      -attributes: [
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    3696 => Symfony\Component\WebLink\Link {#3696
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}
_route
"article_show"
_route_params
[
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_security_firewall_run
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_stopwatch_token
"30aeb3"
category
"science"
slug
"deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"

Request Headers

Header Value
accept
"*/*"
accept-encoding
"gzip, br, zstd, deflate"
connection
"close"
cookie
"PHPSESSID=74roese9389g1dqj3n6qkd7qu7; laikanxia_google_v=1; laikanxia_cookie_id=250222211741246; care_did=f8bfa6c6-3f4d-412c-ac7e-7c66e045004d"
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 13:18:22 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
"e64629"

Cookies

Request Cookies

Key Value
PHPSESSID
"74roese9389g1dqj3n6qkd7qu7"
care_did
"f8bfa6c6-3f4d-412c-ac7e-7c66e045004d"
laikanxia_cookie_id
"250222211741246"
laikanxia_google_v
"1"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created
"Sat, 22 Feb 25 13:17:36 +0000"
Last used
"Sat, 22 Feb 25 13:18:21 +0000"
Lifetime
0

Session Attributes

Attribute Value
_csrf/https-comment
"LguH2-nC0ze6u4mQhTznD39RYfQwP6FlC9zTgOu--VY"
_csrf/https-cookie_accept
"-Ni1YILMP93ZmowfclyuanReyvXW7gPypYF2jb1losw"

Session Usage

6 Usages
Stateless check enabled
Usage
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
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Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
[
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    "function" => "getMetadataBag"
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]
Symfony\Component\Security\Http\Firewall\ContextListener:171
[
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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=74roese9389g1dqj3n6qkd7qu7; laikanxia_google_v=1; laikanxia_cookie_id=250222211741246; care_did=f8bfa6c6-3f4d-412c-ac7e-7c66e045004d"
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/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
REDIRECT_REDIRECT_SCRIPT_URL
"/science/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
REDIRECT_REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS
"200"
REDIRECT_REDIRECT_UNIQUE_ID
"Z7nOnpDyWLT8YV1VjBpRTgAAAJI"
REDIRECT_SCRIPT_URI
"https://rct.dev.bbntimes.com/science/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
REDIRECT_SCRIPT_URL
"/science/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_STATUS
"200"
REDIRECT_UNIQUE_ID
"Z7nOnpDyWLT8YV1VjBpRTgAAAJI"
REDIRECT_URL
"/public/science/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
REMOTE_ADDR
"3.144.47.172"
REMOTE_PORT
"63675"
REQUEST_METHOD
"GET"
REQUEST_SCHEME
"https"
REQUEST_TIME
1740230302
REQUEST_TIME_FLOAT
1740230302.1693
REQUEST_URI
"/science/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
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/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
SCRIPT_URL
"/science/deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
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
"Z7nOnpDyWLT8YV1VjBpRTgAAAJI"

Sub Requests 6

CookieController :: renderAnalysis (token = 996fe4)

Key Value
_controller
"App\Controller\CookieController::renderAnalysis"
_format
"html"
_locale
"en"
_stopwatch_token
"1da3f0"

AppController :: renderHeader (token = 2d9f5b)

Key Value
_controller
"App\Controller\AppController::renderHeader"
_format
"html"
_locale
"en"
_stopwatch_token
"e31956"
slug
"home"

ArticleController :: trendingArticle (token = b2c72f)

Key Value
_controller
"App\Controller\ArticleController::trendingArticle"
_format
"html"
_locale
"en"
_stopwatch_token
"0fcc93"
category
"Science"

ArticleController :: relatedArticles (token = e0db98)

Key Value
_controller
"App\Controller\ArticleController::relatedArticles"
_format
"html"
_locale
"en"
_stopwatch_token
"53ad37"
current_article
App\Entity\Article {#1094
  -id: 15120
  -title: "Deep Learning in Fertility: Pioneering the Future of Reproductive Medicine"
  -slug: "deep-learning-in-fertility-pioneering-the-future-of-reproductive-medicine"
  -introtext: "<p>Advancements in technology have transformed various facets of healthcare, and the field of reproductive medicine is no exception.</p>\r\n"
  -content: """
    \r\n
    <p><a href="technology/everything-you-need-to-know-about-deep-learning" target="_blank" rel="noopener">Deep learning</a>, a subset of artificial intelligence (AI) that mimics the human brain's neural networks, is <a href="https://bmcpregnancychildbirth.biomedcentral.com/articles/10.1186/s12884-021-04373-5#:~:text=Recently%2C%20the%20combination%20of%20deep,pregnancy%20as%20the%20end%20point." target="_blank" rel="noopener">revolutionizing the way fertility issues are diagnosed</a>, treated, and managed. It involves training artificial neural networks on large datasets to recognize patterns and make predictions. This technology excels at complex tasks, such as image and speech recognition, by identifying intricate features that human-made algorithms might miss. Its adaptability and ability to handle massive amounts of data make it a game-changer in various fields, including fertility medicine.</p>\r\n
    <p>This article explores the profound impact of deep learning in the <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801019/" target="_blank" rel="noopener">realm of fertility</a>, shedding light on its applications, benefits, and the potential it holds for shaping the future of reproductive health.</p>\r\n
    <h2><strong>1. Enhancing Diagnostic Precision</strong></h2>\r\n
    <p><img src="/images/Boosting_Predictive_Insights.jpg" alt="Boosting_Predictive_Insights.jpg" width="802" height="556" /></p>\r\n
    <p>&nbsp;</p>\r\n
    <p><a href="https://elifesciences.org/articles/55301" target="_blank" rel="noopener">Source: eLife</a></p>\r\n
    <p>One of the significant contributions of deep learning in fertility is its role in enhancing diagnostic accuracy. Medical imaging, such as ultrasound and MRI scans, plays a crucial role in assessing reproductive health. Deep learning algorithms can analyze these images with remarkable precision, identifying subtle abnormalities that might impact fertility. This early and precise diagnosis allows for timely interventions and personalized treatment plans.</p>\r\n
    <h2><strong>2. Boosting Predictive Insights</strong></h2>\r\n
    <p>Deep learning algorithms excel at analyzing historical data and making predictions based on patterns. In fertility, this predictive ability can aid in identifying potential challenges individuals or couples may face when trying to conceive. By <a href="https://www.nature.com/articles/s41598-020-76928-z" target="_blank" rel="noopener">analyzing a wide range of factors</a>, including medical history, lifestyle, and genetic markers, deep learning can offer insights into fertility potential, allowing for proactive measures or family planning decisions.</p>\r\n
    <h2><strong>3. Providing Personalized Treatment Plans</strong></h2>\r\n
    <p>The uniqueness of each individual's reproductive health requires personalized treatment plans. Deep learning can process vast amounts of patient data, enabling fertility specialists to tailor interventions to the specific needs of each patient. By factoring in medical history, genetics, lifestyle, and response to previous treatments, these algorithms can guide clinicians in developing the most effective strategies, optimizing the chances of successful outcomes.</p>\r\n
    <h2><strong>4. Improving In Vitro Fertilization (IVF) Success Rates</strong></h2>\r\n
    <p><img src="/images/Enhancing_Diagnostic_Precision.png" alt="Enhancing_Diagnostic_Precision.png" width="801" height="458" /></p>\r\n
    <p><a href="https://www.nature.com/articles/s41746-019-0096-y" target="_blank" rel="noopener">Source: Nature</a></p>\r\n
    <p>In vitro fertilization (IVF) is a common fertility treatment, but its success rates can vary. Deep learning has the potential to enhance these success rates by predicting the viability of embryos, selecting the best embryos for implantation, and optimizing the timing of procedures. These applications can significantly improve the overall efficiency and success of IVF treatments.</p>\r\n
    <h2><strong>5. Ensuring Responsible Ethical Considerations and Future Directions</strong></h2>\r\n
    <p>As with any emerging technology, <a href="technology/5-deep-learning-challenges-to-watch-out-for" target="_blank" rel="noopener">ethical considerations are essential</a>. Ensuring the responsible and transparent use of deep learning in fertility is paramount, as patient privacy, data security, and the potential consequences of algorithmic decisions must be carefully managed.</p>\r\n
    <p>Looking ahead, the future of deep learning in fertility holds incredible promise. Continued research and collaboration between reproductive specialists and AI experts can refine existing applications and pave the way for new breakthroughs in reproductive medicine. The integration of deep learning into fertility treatments is a testament to the potential of technology to reshape the landscape of healthcare, offering hope and possibilities to individuals and couples on their journey towards parenthood.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1716027960 {#1145
    date: 2024-05-18 10:26:00.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1716028515 {#1150
    date: 2024-05-18 10:35:15.0 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: 3108
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1716027960 {#1148
    date: 2024-05-18 10:26:00.0 UTC (+00:00)
  }
  -metakey: "Deep Learning in Fertility: Pioneering the Future of Reproductive Medicine"
  -metadesc: "Advancements in technology have transformed various facets of healthcare, and the field of reproductive medicine is no exception."
  -robots: null
  -publishedAt: DateTime @1716027960 {#1147
    date: 2024-05-18 10:26:00.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = ddb5cc)

Key Value
_controller
"App\Controller\AppController::renderFooter"
_format
"html"
_locale
"en"
_stopwatch_token
"05cf50"

CookieController :: renderCookie (token = 525216)

Key Value
_controller
"App\Controller\CookieController::renderCookie"
_format
"html"
_locale
"en"
_stopwatch_token
"1026e5"