AI in Healthcare Full Course: Diagnosis, GenAI & More
Great Learning
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AI in Healthcare Full Course: Diagnosis, GenAI & More
2 840 просмотров · 1 месяц назад
Great Learning
992 тыс. подписчиков
2 840 просмотров · 1 месяц назад
Learn AI in healthcare from fundamentals to real-world applications in this complete AI in Healthcare course. Explore Generative AI, LLMs, medical diagnosis, predictive analytics, pneumonia detection, wearables, drug discovery, genomics, and more.
See how artificial intelligence is transforming healthcare—from analyzing medical images and electronic health records to remote patient monitoring, personalized treatment, clinical trials, and drug discovery.
In this AI in Healthcare full course, you'll learn:
• What AI in healthcare is and how it is transforming modern medicine
• Generative AI and Large Language Models (LLMs) in healthcare
• AI applications in Electronic Health Records (EHRs)
• How AI can optimize healthcare workflows and hospital operations
• Natural Language Processing (NLP) for clinical and medical data
• AI in medical diagnosis and diagnostic imaging
• Machine learning and deep learning for medical imaging
• A hands-on medical image classification example using Python and VGG16
• AI-powered pneumonia detection and medical imaging workflows
• How to evaluate pneumonia detection models using accuracy, precision, recall, and F1-score
• Predictive diagnostics and heart disease risk prediction
• AI-powered remote patient monitoring and wearable devices
• Real-time health data analysis and predictive health monitoring
• AI for personalized treatment planning
• Machine learning for drug discovery and drug repurposing
• AI applications in genomics and precision medicine
• AI in clinical trial design and patient selection
• Generative AI risks, bias, privacy, ethics, and responsible AI
• Regulatory and data-security challenges in AI healthcare applications
• Future trends shaping artificial intelligence in healthcare
This video is based on Great Learning's AI in Healthcare course and is designed for learners, students, healthcare professionals, technology professionals, researchers, and anyone interested in artificial intelligence in healthcare.
Want to go deeper?
Explore Great Learning's AI in Healthcare course and discover advanced learning opportunities in artificial intelligence, machine learning, healthcare analytics, and responsible AI.
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💬 Question for you: Would you trust an AI system to help diagnose a medical condition? Tell us why in the comments.
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