Healthcare Informatics Courses

Taipei Medical University

AI and Big Data in Global Health Improvement

44 reviews

In this course, you’ll explore the benefits and challenges of sharing healthcare data globally. With support from industry experts, you’ll consider topics like the future of medical development, improving care, healthcare accessibility, and more. You’ll…

• FutureLearn
• 1 hour a week, 4 weeks long
• Self paced
• Free Online Course (Audit)

• Best of All Time

Fundamentals of Machine Learning for Healthcare

268 ratings at Coursera

This course will introduce the fundamental concepts and principles of machine learning as it applies to medicine and healthcare. We will explore machine learning approaches, medical use cases, metrics unique to healthcare, as well as best practices for d…

• Coursera
• 12 hours worth of material, 7 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Evaluations of AI Applications in Healthcare

138 ratings at Coursera

This course explores the principles of AI deployment in healthcare and the framework used to evaluate downstream effects of AI healthcare solutions.

• Coursera
• 11 hours worth of material, 7 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

AI in Healthcare Capstone

115 ratings at Coursera

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 conce…

• Coursera
• 11 hours worth of material, 5 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Stanford Webinar - Using Electronic Health Records for Better Care

2 reviews

Stanford Assistant Professor Nigam Shah will show you methods that transform unstructured patient notes into a de-identified, temporally ordered, patient-feature matrix. Four use-cases will be examined, which use the resulting de-identified data matrix t…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Leading Change in Health Informatics

243 ratings at Coursera

As health informaticists, we need to be very clear in our understanding of the current state (as -is), the future state (to-be) and any unintended consequences that can result from our interventions. Prior to introducing large scale change, we need to as…

• Coursera
• 15 hours worth of material, 4 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Culminating Project in Health Informatics

42 ratings at Coursera

This capstone course in the Health Informatics Specialization will allow learners to create a comprehensive plan for an informatics intervention of their choosing, and that will demonstrate to current or future employers the new skills obtained through t…

• Coursera
• 14 hours worth of material, 4 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Machine Learning for Healthcare (Spring 2019)

1 review

This course introduces students to machine learning in healthcare, including the nature of clinical data, disease progression modeling, precision medicine, diagnosis, subtype discovery, and improving clinical workflows.

• MIT OpenCourseWare
• 31 hours worth of material
• On-Demand
• Free Online Course

Interprofessional Healthcare Informatics

294 ratings at Coursera

Interprofessional Healthcare Informatics is a graduate-level, hands-on interactive exploration of real informatics tools and techniques offered by the University of Minnesota and the University of Minnesota's National Center for Interprofessional Practic…

• Coursera
• 11 hours worth of material, 10 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Introduction to Clinical Data

195 ratings at Coursera

This course introduces you to a framework for successful and ethical medical data mining. We will explore the variety of clinical data collected during the delivery of healthcare. You will learn to construct analysis-ready datasets and apply computationa…

• Coursera
• 12 hours worth of material, 8 weeks long
• 23rd Jan, 2023
• Free Online Course (Audit)

Design and Implementation of Digital Health Interventions

40 ratings at Coursera

This course covers various themes around design, regulatory approaches, ethics, technology adoption, implementation and strategy as applied to digital health. These session cover areas to include data regulations, examples of data breaches in digital hea…

• Coursera
• 31 hours worth of material, 4 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Using Data for Healthcare Improvement

In this course, you will learn about the importance of measuring the quality of care and health outcomes in order to determine whether Quality Improvement(QI ) initiatives have achieved their aims. You will learn about how data is utilised to identify a…

• Coursera
• 16 hours worth of material, 4 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Data mining of Clinical Databases - CDSS 1

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 ava…

• Coursera
• 21 hours worth of material, 4 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Deep learning in Electronic Health Records - CDSS 2

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…

• Coursera
• 32 hours worth of material, 4 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)

Explainable deep learning models for healthcare - CDSS 3

This course will introduce the concepts of interpretability and explainability in machine learning applications. The learner will understand the difference between global, local, model-agnostic and model specific explanations. State-of-the-art explainabi…

• Coursera
• 30 hours worth of material, 4 weeks long
• 6th Feb, 2023
• Free Online Course (Audit)