課程信息
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初級

完成時間大約為14 小時

建議:8 hours/week...

英語(English)

字幕:英語(English)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

完成時間大約為14 小時

建議:8 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 1 小時

Introduction

...
6 個視頻 (總計 54 分鐘), 1 個測驗
6 個視頻
Big Data (I)8分鐘
Big Data (II)7分鐘
Importance of medical domain in the European cost context9分鐘
Big Data in medical domain: opportunities and challenges13分鐘
Data generated in the health domain9分鐘
1 個練習
Introduction: evaluation test20分鐘
2
完成時間為 1 小時

Challenges in unstructured data in health domain

...
2 個視頻 (總計 19 分鐘), 1 個測驗
2 個視頻
Challenges and problems in medical images9分鐘
1 個練習
Challenges in unstructured data in health: evaluation test20分鐘
3
完成時間為 1 小時

NLP in medical domain

...
6 個視頻 (總計 49 分鐘), 1 個測驗
6 個視頻
Tools and frameworks: general purpose6分鐘
Tools and frameworks: medical domain5分鐘
Vocabularies and ontologies (I)10分鐘
Vocabularies and ontologies (II)8分鐘
EHR analysis: structure, content and challenges11分鐘
1 個練習
NLP in medical domain: evaluation test20分鐘
4
完成時間為 1 小時

Medical Image Analysis

...
4 個視頻 (總計 50 分鐘), 1 個測驗
4 個視頻
Introduction of digital image basic concepts applied to medical image (II)15分鐘
Structuring image information10分鐘
Case of use: Digital pathology. An example for breast cancer histological images12分鐘
1 個練習
Medical image analysis: evaluation test20分鐘
5
完成時間為 2 小時

Data Analysis of structured information

...
8 個視頻 (總計 86 分鐘), 1 個測驗
8 個視頻
Data mining basics (I)9分鐘
Data mining basics (II)10分鐘
Classification (I)10分鐘
Classification (II)10分鐘
Clustering13分鐘
Association12分鐘
Validation11分鐘
1 個練習
Data analysis: evaluation test20分鐘

講師

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Alejandro Rodríguez González

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

Prof.
Computer Languages and Systems and Software Engineering
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Ernestina Menasalvas

Professor
Center of Biomedicine, Universidad Politecnica de Madrid

關於 EIT 数字

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/ ...

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