About this Course

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Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Beginner Level

Approx. 13 hours to complete

Suggested: 7 hours/week...

English

Subtitles: English

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Beginner Level

Approx. 13 hours to complete

Suggested: 7 hours/week...

English

Subtitles: English

Instructors

Image of instructor, Alejandro Rodríguez González

Alejandro Rodríguez González 

Professor
Computer Languages and Systems and Software Engineering
880 Learners
1 Course
Image of instructor, Consuelo Gonzalo-Martín

Consuelo Gonzalo-Martín 

Prof.
Center of Biomedical Technology. Universidad Politecnica de Madrid
880 Learners
1 Course
Image of instructor, Ernestina Menasalvas

Ernestina Menasalvas 

Professor
Center of Biomedicine, Universidad Politecnica de Madrid
880 Learners
1 Course

Offered by

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EIT Digital

Syllabus - What you will learn from this course

Week
1

Week 1

1 hour to complete

Introduction

1 hour to complete
6 videos (Total 54 min)
6 videos
Big Data (I)8m
Big Data (II)7m
Importance of medical domain in the European cost context9m
Big Data in medical domain: opportunities and challenges13m
Data generated in the health domain9m
1 practice exercise
Introduction: evaluation test20m
Week
2

Week 2

1 hour to complete

Challenges in unstructured data in health domain

1 hour to complete
2 videos (Total 19 min)
2 videos
Challenges and problems in medical images9m
1 practice exercise
Challenges in unstructured data in health: evaluation test20m
Week
3

Week 3

1 hour to complete

NLP in medical domain

1 hour to complete
6 videos (Total 49 min)
6 videos
Tools and frameworks: general purpose6m
Tools and frameworks: medical domain5m
Vocabularies and ontologies (I)10m
Vocabularies and ontologies (II)8m
EHR analysis: structure, content and challenges11m
1 practice exercise
NLP in medical domain: evaluation test20m
Week
4

Week 4

1 hour to complete

Medical Image Analysis

1 hour to complete
4 videos (Total 50 min)
4 videos
Introduction of digital image basic concepts applied to medical image (II)15m
Structuring image information10m
Case of use: Digital pathology. An example for breast cancer histological images12m
1 practice exercise
Medical image analysis: evaluation test20m
4.0
4 ReviewsChevron Right

Top reviews from Foundations of mining non-structured medical data

By DHJan 31st 2019

Fascinating information- really improved my knowledge of the tools that are available in the clinical data space.

Frequently Asked Questions

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

More questions? Visit the Learner Help Center.