Clinical Decision Support Systems - CDSS 4

Indian Institute of Technology Guwahati via Coursera

Overview

Title: Clinical Decision Support Systems - CDSS

Description: Dive deep into the intricacies of Clinical Decision Support Systems (CDSS) powered by machine learning with this comprehensive course. Explore the critical need for external validation, calibration analysis, and thorough assessment of bias and fairness in machine learning systems used in CDSS. Uncover the key concepts of machine learning evaluation specific to CDSS, and delve into decision curve analysis. The course also highlights the importance of creating human-centred CDSS that are not only explainable but also respectful of privacy concerns. With the rise of deep learning models, understand the potential risks of adversarial attacks and the steps towards developing a new generation of CDSS that are both explainable and privacy-preserving. Offered by the Indian Institute of Technology Guwahati and available on Coursera, this course falls under the categories of Machine Learning Courses and Healthcare Informatics Courses, making it a must-enroll for those interested in the intersection of technology and healthcare.

University: Indian Institute of Technology Guwahati

Provider: Coursera

Categories: Machine Learning Courses, Healthcare Informatics Courses