Artwork

المحتوى المقدم من Darshan Kulkarni. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Darshan Kulkarni أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
Player FM - تطبيق بودكاست
انتقل إلى وضع عدم الاتصال باستخدام تطبيق Player FM !

🔒 Opportunities AI provides in Clinical Research

3:50
 
مشاركة
 

Manage episode 456224004 series 3506216
المحتوى المقدم من Darshan Kulkarni. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Darshan Kulkarni أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.

Subscriber-only episode

Today, we're discussing the FDA's use of artificial intelligence (AI) to transform clinical trials.

AI is emerging as a cornerstone in clinical research, with the FDA recognizing its potential in several key areas. First, predictive modeling allows AI to optimize pharmacokinetic profiles, streamlining dosing regimens and enhancing trial efficiency. Additionally, AI can create counterfactual simulations, enabling researchers to predict outcomes without putting real patients at risk.

AI also improves adherence through tools like smartphone alerts and electronic medication tracking, ensuring participants remain engaged. By automating administrative tasks and optimizing workflows, AI enhances operational efficiency, significantly reducing the time and costs associated with trial management.

Moreover, AI boosts participant recruitment and diversity by improving insight selection and engagement strategies, while AI-driven chatbots provide real-time support, predicting potential dropouts and improving retention. However, it’s essential to implement proper training and safeguards to prevent overreliance on AI tools.

AI further aids in monitoring safety and predicting adverse events by detecting clusters of symptoms, allowing for timely interventions. Additionally, it streamlines the submission process by automating data analysis and report generation, ensuring compliance and speeding up approvals.

The integration of AI into clinical trials promises to make research more efficient, inclusive, and safe.

  continue reading

160 حلقات

Artwork
iconمشاركة
 
Manage episode 456224004 series 3506216
المحتوى المقدم من Darshan Kulkarni. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Darshan Kulkarni أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.

Subscriber-only episode

Today, we're discussing the FDA's use of artificial intelligence (AI) to transform clinical trials.

AI is emerging as a cornerstone in clinical research, with the FDA recognizing its potential in several key areas. First, predictive modeling allows AI to optimize pharmacokinetic profiles, streamlining dosing regimens and enhancing trial efficiency. Additionally, AI can create counterfactual simulations, enabling researchers to predict outcomes without putting real patients at risk.

AI also improves adherence through tools like smartphone alerts and electronic medication tracking, ensuring participants remain engaged. By automating administrative tasks and optimizing workflows, AI enhances operational efficiency, significantly reducing the time and costs associated with trial management.

Moreover, AI boosts participant recruitment and diversity by improving insight selection and engagement strategies, while AI-driven chatbots provide real-time support, predicting potential dropouts and improving retention. However, it’s essential to implement proper training and safeguards to prevent overreliance on AI tools.

AI further aids in monitoring safety and predicting adverse events by detecting clusters of symptoms, allowing for timely interventions. Additionally, it streamlines the submission process by automating data analysis and report generation, ensuring compliance and speeding up approvals.

The integration of AI into clinical trials promises to make research more efficient, inclusive, and safe.

  continue reading

160 حلقات

Tutti gli episodi

×
 
Loading …

مرحبًا بك في مشغل أف ام!

يقوم برنامج مشغل أف أم بمسح الويب للحصول على بودكاست عالية الجودة لتستمتع بها الآن. إنه أفضل تطبيق بودكاست ويعمل على أجهزة اندرويد والأيفون والويب. قم بالتسجيل لمزامنة الاشتراكات عبر الأجهزة.

 

دليل مرجعي سريع

استمع إلى هذا العرض أثناء الاستكشاف
تشغيل