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- Level: Beginner
- Duration: 01h 02m 59s
- Release date: 2022-03-25
- Author: Colin Matthews
- Provider: Pluralsight
Deep Learning Application for Healthcare
Description
Content
Deep learning is a powerful machine learning technique that has led to incredible innovations in artificial intelligence. This course will teach you the fundamentals of deep learning in healthcare through theory and applied case studies.
- Course Overview01m
- Course Overview01m
- Fundamentals of Deep Learning19m
- Welcome!02m
- The Power of Deep Learning02m
- What Is Deep Learning?06m
- Advantages02m
- Disadvantages02m
- Case Study: Diagnostic Image Analysis05m
- Healthcare Data27m
- Module Overview01m
- Introduction to Healthcare Data05m
- Medical Coding04m
- Document and Text Analysis03m
- Image Analysis05m
- Device Data04m
- Case study: Automated Medical Coding05m
- Ethics in Healthcare AI16m
- Module Overview00m
- Decision Support vs. Decision Making03m
- Interpretability03m
- Bias03m
- Peer Review03m
- Case study: Sepsis Algorithm03m
- Course Summary01m
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