The world we live in is constantly evolving; our healthcare system is grappling with increasingly complex and challenging issues. The current pandemic has stressed the infrastructure like never before. Fortunately, innovative solutions can be found in the most surprising places. Join us in our session to hear about our approach to health innovation and getting started with a state-of-the-art AI model for healthcare, and the ideas behind the evolution.
| Presenter | Recording | Slide Deck |
|---|---|---|
| Lee Stott | Coming Soon! | Coming Soon! |
| Olumide Ogundare | Coming Soon! | Coming Soon! |
| Yash Jain | Coming Soon! | Coming Soon! |
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Responsible AI Health Demo - Heart Disease This Demo is to show how using the latest machine learning features in Azure Machine Learning and Microsoft open-source tool kits we can put the responsible AI principles into practice. These tools empower data scientists and developers to understand ML models, protect people and their data, and control the end-to-end ML process. For this demo, we will develop a solution that wishes to detect if a person is suitable for receiving treatment for heart disease or not. We will use a dataset that will help us classify patients that have heart disease from those that doesn’t. Using this example, we will show how to ensure ethical, transparent and accountable use of AI in a medical scenario. Within this repository, you will find all the resources needed to create and simulate a medical scenario using Azure Machine Learning Service with Responsible AI techniques such as: Differential Privacy, FairLearn, InterpretML and DataDrift
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Microsoft Learning Pathway - AI business school for healthcare, This learning path in healthcare is aimed to help you realize the true transformational impact of AI in Health. This learning path is designed for healthcare industry decision-makers to illustrate the true transformational impact of AI in the enterprise.
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Microsoft Learn Module - Define an AI strategy to create business value in healthcare To realize the true transformational impact of AI in the healthcare sector, decision-makers must consider the special factors that apply only to their industry. To create real business value, a comprehensive understanding of all the strategic components is required.