MIT Sloan School of Management - Artificial Intelligence in Health Care

GetSmarter
6 weeks
Full time/part time
Diploma / certificate
Online / Distance
Cambridge (Massachusetts, USA)
English
Please visit the program webpage for more information

About this program

MIT Sloan School of Management - Artificial Intelligence in Health Care

Discover how machine learning and artificial intelligence can be deployed in health care to overcome challenges and optimize processes.

Earn an official certificate of professional achievement from Massachusetts Institute of Technology.

Improving prediction is one of the key challenges the medical industry faces in advancing patient care. Enhancing diagnosis, individualizing treatments, and understanding disease progression are all matters of prediction, an area where machine learning (ML) and artificial intelligence (AI) excels.

Discover the impact AI innovations can have in medicine — on both traditional health care systems and decision-making approaches — with the Artificial Intelligence in Health Care online short course from the MIT Sloan School of Management and the MIT J-Clinic.

Through industry case studies, youll better understand AIs applications and limitations, examine the challenges AI can help overcome, and explore how its already been successfully deployed in the sector.

Youll gain insight and knowledge from MIT, an institution renowned for developing ML methods with applications in health care. Regina Barzilay, your Faculty Director, is also globally recognized for her work in AI and breast cancer detection.

Admission requirements

Is this course for you?

Whether you work in business or medicine, this course will give you an understanding of the transformative role that AI and ML can play in the health care industry. Professionals working in the health sector will benefit from an understanding of the types of problems that AI techniques can help solve. This program covers key topics such as the basics of ML, neural networks, and deep learning. The knowledge gained throughout this course can be immediately and directly applied to roles within the health care sector.


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Program content

Course curriculum

Develop a grounded understanding of the use of AI for health care improvements as you follow your learning path through the weekly modules of this online program.

Orientation module

Welcome to your Online Campus

Module 1

AI and machine learning — Applications and foundations

Module 2

Using AI for disease diagnosis and patient monitoring

Module 3

Natural language processing and data analytics in health care

Module 4

Interpretability in machine learning — Benefits and challenges

Module 5

Patient risk stratification and augmenting clinical workflows

Module 6

Taking an integrated approach to hospital management and optimization

Program delivery

Duration

  • 6 weeks Excluding orientation
  • 6–8 hours per week Self-paced learning online

Tuition

Total Tuition Fee :£2049

Qualification

About the certificate

Realize the potential of AI and ML in health care, and earn an official digital certificate of completion from MIT Sloan School of Management.

This program also counts toward an MIT Sloan Executive Certificate, which you can earn by completing four programs; three from your chosen certificate track and one completed in person. Find out more.

What will set you apart

On completion of this course, youll walk away with:

  • An AI decision framework to help you evaluate the suitability of AI technologies within your work context.
  • Insights into the AI opportunities available across a range of health care contexts, from hospital management to disease diagnosis.
  • An overview of AI and ML fundamentals, specifically through the lens of its applicability in health care.
  • An understanding of AI’s practical implementation and design challenges.
  • Knowledge of the potential of natural language processing, data analytics, and ML within health care.

About this institute

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