10 Sep HCA 626 – Healthcare Information Systems Week Four – Lecture 1
HCA 626 – Healthcare Information Systems Week Four – Lecture 1
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Vo: Welcome to the Week Four – Lecture 1 for HCA 626 – Healthcare Information Systems.
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Chapter 12: HIS and Digital Health
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VO: Chapter 12 – HIS and Digital Health
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Approaches to Digital Health in HIS
Refers to using computers or machines to perform analyses in ways that mimic human intelligence.
AI technologies include subsets of natural language processing and machine learning
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VO: Artificial Intelligence:
Refers to using computers or machines to perform analyses in ways that mimic human intelligence.
Often solving the next problem that hasn’t been solved
Controversy surrounds AI due to the potential danger. of it being used for harmful, powerful purposes that do not help patients.
AI technologies include subsets of natural language processing and machine learning.
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Approaches to Digital Health in HIS
Machine Learning
Branch of AI that uses data analytics of data obtained through processes to automate models that improve as they are fueled with more data.
Deep Learning
A way that machine learning employs brain simulation, creating artificial neural networks that learn and become deeper with multiple layers by being fed with data and training algorithms.
Developer Notes: Add imagery and make more visual. Maybe a chart to show the differences between Machine learning and Deep learning. Align text with VO. Add continue button to continue to next slide.
VO: Machine Learning:
– Branch of AI that uses data analytics of data obtained through processes to automate models that improve as they are fueled with more data.
Deep Learning:
– A way that machine learning employs brain simulation, creating artificial neural networks that learn and become deeper with multiple layers by being fed with data and training algorithms.
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Approaches to Digital Health in HIS
Predictive analytics:
Algorithms based on more and more data being fed through them, then pinpointing the type of analysis to provide actionable information so that performance and outcomes can be improved.
Blockchain:
Middleware that is a distributed, immutable ledger for transactions and data, with applications anticipated in everything from supply chain to patient identity.
Developer Notes: Add imagery and make more visual. Maybe a chart to show the differences between Predictive analytics and Blockchain. Align text with VO. Add continue button to continue to next slide.
VO:
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