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Capstone Assignment - CDSS 5
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Capstone Assignment - CDSS 5

Apply advanced clinical decision support concepts through practical assignments and real-world applications.

Course Cost

Free course

Intermediate

Skill Level

2.3 Hours

Self-paced lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Informed Clinical Decision Making using Deep Learning Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

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What you'll learn

  • Apply feature importance techniques

  • Implement LIME on clinical data

  • Use Grad-CAM for model interpretation

  • Analyze MIMIC database effectively

  • Develop practical CDSS solutions

Skills you'll gain

Feature Importance
LIME
Grad-CAM
Clinical Data Analysis
Deep Learning
Healthcare ML

This course includes:

0.5 Hours PreRecorded video

3 assignments

Access on Mobile, Tablet, Desktop

FullTime access

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Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate
Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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There are 3 modules in this course

This capstone course requires students to apply knowledge from previous modules in practical scenarios. Students work with the MIMIC critical care database, implementing various interpretability techniques including permutation feature importance, LIME, and Grad-CAM on both logistic regression and LSTM models.

Permutation feature importance on the MIMIC critical care database

Module 1 · 1 Hours to complete

LIME on the MIMIC critical care database

Module 2 · 0 Hours to complete

Grad-CAM on the MIMIC critical care database

Module 3 · 0 Hours to complete

Fee Structure

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Capstone Assignment - CDSS 5

Intermediate

Skill Level

2.3 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.