An AI Primer for Medical Industry - Machine Learning, Deep Learning, GenAI & Domain Specific Models

TLDR; A digital policy today would benefit us years later.
This video is from a recent talk of mine on the use of Data & Artificial Intelligence (AI) in medical sciences that I delivered at a local medical conference. In this video I do touch base concepts of Machine Learning, Deep Learning & Generative AI with real-world use cases in an easy-to-understand manner.
The conclusion drawn focuses on the future of Large Language Models (LLM) becoming Domain Specific Language Models (DLM) & how going digital today would benefit us as a nation many years down the road.
Please note that a little oversimplification is intentionally employed when discussing technical concepts.
Images References:
Osteoarthritis: jointrehab.com/platelet-rich-...
AI Prediction of Osteoarthritis: spectrum.ieee.org/making-medi...
Personalized Medicines: medriva.com/health/shaping-th...
Molecular Structure: www.mdpi.com/1420-3049/27/5/1590
3D Printed Drugs: medicalfuturist.com/future-3d...
00:00 Introduction
00:28 Agenda - Key Learnings
01:14 Simplification
01:43 Actors
02:25 Patients, Doctors & Data
03:32 Going Digital
06:05 Introduction to Artificial Intelligence
07:09 Machine Learning
08:28 Machine Learning Use Case
09:40 Deep Learning
10:58 Real-World Example of Deep Learning
12:20 Generative AI
13:05 GenAI Use Cases
16:43 Going Full Circle - Conclusion
#Data #ArtificialIntelligence #AI #MedicalSciences #MachineLearning #DeepLearning #GenerativeAI