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: 8 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: 8 hours/week...

English

Subtitles: English

Syllabus - What you will learn from this course

Week
1
1 hour to complete

Introduction

6 videos (Total 54 min), 1 quiz
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
1 hour to complete

Challenges in unstructured data in health domain

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

NLP in medical domain

6 videos (Total 49 min), 1 quiz
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
1 hour to complete

Medical Image Analysis

4 videos (Total 50 min), 1 quiz
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.

Instructors

Avatar

Alejandro Rodríguez González

Professor
Computer Languages and Systems and Software Engineering
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Consuelo Gonzalo-Martín

Prof.
Center of Biomedical Technology. Universidad Politecnica de Madrid
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Ernestina Menasalvas

Professor
Center of Biomedicine, Universidad Politecnica de Madrid

About EIT Digital

EIT Digital is a pan-European organization whose mission is to foster digital technology innovation and entrepreneurial talent for economic growth and quality of life. By linking education, research and business, EIT Digital empowers digital top talents for the future. EIT Digital provides online and blended Innovation and Entrepreneurship education to raise quality, increase diversity and availability of the top-level content provided by 20 leading technical universities around Europe. The universities deliver a unique blend of the best of technical excellence and entrepreneurial skills and mindset to digital engineers and entrepreneurs at all stages of their careers. The academic partners support Coursera’s bold vision to enable anyone, anywhere, to transform their lives by accessing the world’s best learning experience. This means that EIT Digital gradually shares parts of its entrepreneurial and academic education programmes to demonstrate its excellence and make it accessible to a much wider audience. EIT Digital’s online education portfolio can be used as part of blended education settings, in both Master and Doctorate programmes, and for professionals as a way to update their knowledge. EIT Digital offers an online programme in 'Internet of Things through Embedded Systems'. Achieving all certificates of the online courses and the specialization provides an opportunity to enroll in the on campus program and get a double degree. Please visit https://www.eitdigital.eu/eit-digital-academy/ ...

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.