If you are someone who is seeking TRUTH and needs a group to genuinely fellowship with feel free to join the Official KW Discord and be sure to SHARE as I am trying to gather at least 100 group members who want to truly fellowship and give your ideas as I will surely take into consideration. God bless you all, and thank you so much for your amazing comments it truly helps me with my daily walk with our Lord & Savior Jesus Christ.
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,1,Feel free to donate to my health cause on GoFundMe HERE:
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If you are someone who is seeking TRUTH and needs a group to genuinely fellowship with feel free to join the Official KW Discord and be sure to SHARE as I am trying to gather at least 100 group members who want to truly fellowship and give your ideas as I will surely take into consideration. God bless you all, and thank you so much for your amazing comments it truly helps me with my daily walk with our Lord & Savior Jesus Christ.
Kingdom Within Discord Link?
https://discord.com/invite/nmCe5m6W85
If you are curious to know what hardware I am using feel free to click links below?
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,1,Feel free to donate to my health cause on GoFundMe HERE:
https://gofund.me/953173a1
If you are someone who is seeking TRUTH and needs a group to genuinely fellowship with feel free to join the Official KW Discord and be sure to SHARE as I am trying to gather at least 100 group members who want to truly fellowship and give your ideas as I will surely take into consideration. God bless you all, and thank you so much for your amazing comments it truly helps me with my daily walk with our Lord & Savior Jesus Christ.
Kingdom Within Discord Link?
https://discord.com/invite/nmCe5m6W85
If you are curious to know what hardware I am using feel free to click links below?
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Also if you would like to donate to my YouTube channel you can do so here?
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,1,Feel free to donate to my health cause on GoFundMe HERE:
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If you are someone who is seeking TRUTH and needs a group to genuinely fellowship with feel free to join the Official KW Discord and be sure to SHARE as I am trying to gather at least 100 group members who want to truly fellowship and give your ideas as I will surely take into consideration. God bless you all, and thank you so much for your amazing comments it truly helps me with my daily walk with our Lord & Savior Jesus Christ.
Kingdom Within Discord Link?
https://discord.com/invite/nmCe5m6W85
If you are curious to know what hardware I am using feel free to click links below?
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https://amzn.to/3cKKnMg
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Also if you would like to donate to my YouTube channel you can do so here?
PayPal:
https://paypal.me/kingdomwithin33?country.x=US&locale.x=en_US
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,1,If you are someone who is seeking TRUTH and needs a group to genuinely fellowship with feel free to join the Official KW Discord and be sure to SHARE as I am trying to gather at least 100 group members who want to truly fellowship and give your ideas as I will surely take into consideration. God bless you all, and thank you so much for your amazing comments it truly helps me with my daily walk with our Lord & Savior Jesus Christ.
Kingdom Within Discord Link?
https://discord.com/invite/F5jtMy7A
If you are curious to know what hardware I am using feel free to click links below?
Microphone?
https://amzn.to/3cKKnMg
Laptop?
https://amzn.to/3cPZS5F
Also if you would like to donate to my YouTube channel you can do so here?
PayPal:
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,1,Unsettling footage continues to emerge from Ukraine’s frontlines, revealing a Russian weapon of unparalleled destructive potential. The PTKM-1R is an advanced mine that threatens to redefine tank warfare.
Contrary to typical anti-tank mines seen worldwide, this cutting-edge device deployed by Russian forces targets armored vehicles from their most vulnerable point – the top, not the bottom.
As the West grapples with the implications of such a groundbreaking weapon – lightweight and easily deployable – the world watches in awe the engineering feats that enable a ground-buried mine to unleash havoc from above on Ukraine’s tanks.
Whether this revolutionary mine will signify the downfall of Ukraine’s armored divisions or merely stand as another unsustainable show of Russian might remains to be seen…
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Dark Footage showcases the most unbelievable photos and videos from history while telling the stories behind the camera. Featuring military, space, aircraft and real-life historic events caught on tape.
,FDA,CDER,SBIA,Regulatory,Education,Industry,REdI,Clinical,Trial,Artificial Intelligence,AI,Machine Learning,ML,Drug Development,Regulation,Precision,Medicine,Information,Considerations,Clinical Pharmacology,Science,Neural Network,Algorithm,Data,Convolutional,Recurrent,Patient Care,Submissions,Analyses,Quantitative Medicine,KaO3V-B1Wjg,, Health,Knowledge, channel_UC_giJ3xlEL9jUF1YfJdzzuQ, video_KaO3V-B1Wjg,This presentation introduced background information on artificial intelligence and machine learning in pharmaceutical development and described the current landscape of AI/ML-related submissions and reviews at CDER. The session listed key challenges associated with AI/ML applications and discussed evolving regulatory considerations for these technologies. AI/ML-related activities within the Office of Clinical Pharmacology were highlighted to demonstrate the agency's comprehensive approach to integrating these emerging technologies into drug development and regulation.
Timestamps
02:55 – AI/ML and Related terminology
04:48 – Important Types of Neural Networks
07:27 – Opportunities for the Application of AI/ML in Drug discovery, Drug Development and Patient Care
12:25 – Regulatory Considerations for AI/ML in Drug Development (Personal Opinion, Still Evolving)
14:37 – Review Examples
22:08 – Challenges in the Application of AI/ML
25:30 – AI/ML Activities in Office of Clinical Pharmacology (OCP)/FDA
29:30 – Questions
Speaker:
Qi Liu, PhD, MStat, FCP
Associate Director for Innovation & Partnership
Office of Clinical Pharmacology (OCP)
Office of Translational Sciences (OTS)
Center for drug Evaluation and Research (CDER) | FDA
Learn more at: https://www.fda.gov/drugs/news-events-human-drugs/regulatory-education-industry-redi-annual-conference-2024-innovation-medical-product-development
-----------------------
FDA CDER’s Small Business and Industry Assistance (SBIA) educates and provides assistance in understanding the regulatory aspects of human drug products & clinical research.
Upcoming Training - https://www.fda.gov/cdersbia
SBIA Listserv - https://public.govdelivery.com/accounts/USFDA/subscriber/new?topic_id=USFDA_352
SBIA 2024 Playlist - https://www.youtube.com/playlist?list=PLey4Qe-Uxcxaf1HvpvnKO8-n8u9QW412g
SBIA LinkedIn - https://www.linkedin.com/showcase/cder-small-business-and-industry-assistance
SBIA Training Resources - https://www.fda.gov/cdersbialearn
Twitter - https://twitter.com/FDA_Drug_Info
Email - CDERSBIA@fda.hhs.gov
Phone - (301) 796-6707 I (866) 405-5367
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