EHRs

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Data mining of Clinical Databases - CDSS 1 (Coursera)

Dec 12th 2022
Data mining of Clinical Databases - CDSS 1 (Coursera)
Course Auditing
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This course will introduce MIMIC-III, which is the largest publicly Electronic Health Record (EHR) database available to benchmark machine learning algorithms. In particular, you will learn about the design of this relational database, what tools are available to query, extract and visualise descriptive analytics. [...]

Deep learning in Electronic Health Records - CDSS 2 (Coursera)

Dec 12th 2022
Deep learning in Electronic Health Records - CDSS 2 (Coursera)
Course Auditing
Categories
Effort
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Overview of the main principles of Deep Learning along with common architectures. Formulate the problem for time-series classification and apply it to vital signals such as ECG. Applying this methods in Electronic Health Records is challenging due to the missing values and the heterogeneity in EHR, which include both [...]

Capstone Assignment - CDSS 5 (Coursera)

Dec 12th 2022
Capstone Assignment - CDSS 5 (Coursera)
Course Auditing
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This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to pass.

AI in Healthcare Capstone (Coursera)

Dec 12th 2022
AI in Healthcare Capstone (Coursera)
Course Auditing
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This capstone project takes you on a guided tour exploring all the concepts we have covered in the different classes up till now. We have organized this experience around the journey of a patient who develops some respiratory symptoms and given the concerns around COVID19 seeks care with a [...]

Operations and Patient Safety for Healthcare IT Staff (Coursera)

Dec 12th 2022
Operations and Patient Safety for Healthcare IT Staff (Coursera)
Course Auditing
Categories
Effort
Languages
Now that you've been introduced to the world of Health IT and the important role played by electronic health records (EHRs), we'll focus on other technologies that play a role in maintaining ongoing operations in healthcare. Telemedicine, patient portals, barcode scanners, printers, and medical devices are just some of [...]

Health Information Technology Fundamentals (Coursera)

Dec 12th 2022
Health Information Technology Fundamentals (Coursera)
Course Auditing
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Effort
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In this course you will receive an overview of the health IT ecosystem and the types of technologies IT support staff interact with the most. You will be introduced to the role of electronic health records (EHRs), clinical decision support, telemedicine, patient portals, and medical devices. We’ll cover common [...]