An increasing volume of data is becoming available in biomedicine and healthcare, from genomic data, to electronic patient records and data collected by wearable devices. Recent advances in data science are transforming the life sciences, leading to precision medicine and stratified healthcare.
Data Science in Stratified Healthcare and Precision Medicine
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Data Science in Stratified Healthcare and Precision Medicine
Instructors: Dr Areti Manataki
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4.6
(334 reviews)
Intermediate level
Some related experience required
Flexible schedule
2 weeks at 10 hours a week
Learn at your own pace
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Assessments
6 assignments
Taught in English
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There are 5 modules in this course
Join us this week to find out how the course works and to try your hand at programming in Python!
What's included
7 videos8 readings1 assignment2 ungraded labs
This week you will be introduced to Sequence Processing and Medical Image Analysis. Explore the course materials to find out about recent advances in these areas and how they contribute to Precision Medicine!
What's included
9 videos1 assignment1 ungraded lab
This week you will learn about Probabilistic and Network Modelling, and how they are applied to biomedicine. You will also be introduced to Machine Learning and explore the opportunities it brings to the medical field.
What's included
11 videos1 reading2 assignments2 ungraded labs
This week you will discover how clinical notes and other free-form text can be analysed with the use of Natural Language Processing techniques. You will also find out how Process Modelling can help us understand, stratify and improve healthcare processes.
What's included
9 videos1 reading1 assignment1 ungraded lab
In this final week of the course you will learn how the Graph Data model allows for effective linkage of different data in the life sciences. You will also explore societal, legal and ethical implications of precision medicine and stratified healthcare.
What's included
7 videos4 readings1 assignment1 peer review1 ungraded lab
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Status: Free TrialUniversity of Colorado System
Status: Free TrialUniversity of Colorado System
Status: Free TrialUniversity of Colorado System
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4.6
334 reviews
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Showing 3 of 334
SP
5
Reviewed on Oct 30, 2019
An excellent introduction to Data Science in healthcare! Overall, this course was very knowledgeable, interactive, challenging and fun!Thank you Coursera!
NN
5
Reviewed on Apr 10, 2020
The course open a wide understanding over the use of Data science in Healthcare. This course is just for basic understanding. More you practice more you get.
TM
4
Reviewed on Jul 27, 2022
A good introduction and overview to precision medecine and stratified healthcare.
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