Artificial intelligence (AI) and machine learning (ML) have the potential to increase diagnostic accuracy, decrease diagnostic errors, and improve patient outcomes. The Data Augmented, Technology Assisted Medical Decision Making (DATA-MD) course will teach you how to use AI to augment your diagnostic decision-making. The National Academy of Medicine (NAM) recommends ensuring that clinicians can effectively use technology - including AI - to improve the diagnostic process. To use these technologies effectively in your clinical practice, you will need to determine when use of AI is appropriate, interpret the outputs of AI, read medical literature about AI, and explain to patients the role that AI plays in their care. In this course, you’ll explore the ethical considerations and potential biases when making medical decisions informed by AI/ML-based technologies. DATA-MD is a one of a kind curriculum designed to provide an introduction to the use of AI in the diagnostic process.
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您将学到什么
Describe the crucial role, strengths, limitations of AI and ML in evidence-based medical decision making
Evaluate machine learning studies for bias and systematic error to enhance diagnostic decisions.
Apply the results of machine learning studies and outputs to diagnostic decisions.
Identify legal and ethical issues and best practices for AI and ML use in healthcare settings
您将获得的技能
- Applied Machine Learning
- Responsible AI
- Clinical Research
- Artificial Intelligence and Machine Learning (AI/ML)
- Artificial Intelligence
- Clinical Assessment
- Medical Equipment and Technology
- Health Care Procedure and Regulation
- Patient Communication
- Healthcare Ethics
- Statistical Methods
- Data Ethics
- Diagnostic Tests
- Healthcare Industry Knowledge
- Health Disparities
- Model Evaluation
- Health Informatics
- Probability & Statistics
- Health Technology
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作业
18 项作业
授课语言:英语(English)
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