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Stanford University

AI in Healthcare

Stanford University via Coursera Specialization

Overview

Artificial intelligence (AI) has transformed industries around the world, and has the potential to radically alter the field of healthcare. Imagine being able to analyze data on patient visits to the clinic, medications prescribed, lab tests, and procedures performed, as well as data outside the health system -- such as social media, purchases made using credit cards, census records, Internet search activity logs that contain valuable health information, and you’ll get a sense of how AI could transform patient care and diagnoses. In this specialization, we'll discuss the current and future applications of AI in healthcare with the goal of learning to bring AI technologies into the clinic safely and ethically. This specialization is designed for both healthcare providers and computer science professionals, offering insights to facilitate collaboration between the disciplines. CME Accreditation The Stanford University School of Medicine is accredited by the Accreditation Council for Continuing Medical Education (ACCME) to provide continuing medical education for physicians. View the full CME accreditation information on the individual course FAQ page.

Syllabus

Course 1: Introduction to Healthcare
- Offered by Stanford University. Solving the problems and challenges within the U.S. healthcare system requires a deep understanding of how ... Enroll for free.

Course 2: Introduction to Clinical Data
- Offered by Stanford University. This course introduces you to a framework for successful and ethical medical data mining. We will explore ... Enroll for free.

Course 3: Fundamentals of Machine Learning for Healthcare
- Offered by Stanford University. Machine learning and artificial intelligence hold the potential to transform healthcare and open up a world ... Enroll for free.

Course 4: Evaluations of AI Applications in Healthcare
- Offered by Stanford University. With artificial intelligence applications proliferating throughout the healthcare system, stakeholders are ... Enroll for free.

Course 5: AI in Healthcare Capstone
- Offered by Stanford University. This capstone project takes you on a guided tour exploring all the concepts we have covered in the different ... Enroll for free.

Courses

Taught by

David Magnus, Laurence Baker, Matthew Lungren, Mildred Cho, Nigam Shah, Serena Yeung, Steven Bagley and Tina Hernandez-Boussard

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