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EIT 디지털

강의 계획 - 이 강좌에서 배울 내용

1

1

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Introduction

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6개 동영상 (총 54분)
6개의 동영상
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
1개 연습문제
Introduction: evaluation test20m
2

2

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Challenges in unstructured data in health domain

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2개 동영상 (총 19분)
2개의 동영상
Challenges and problems in medical images9m
1개 연습문제
Challenges in unstructured data in health: evaluation test20m
3

3

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NLP in medical domain

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6개 동영상 (총 49분)
6개의 동영상
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
1개 연습문제
NLP in medical domain: evaluation test20m
4

4

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Medical Image Analysis

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4개 동영상 (총 50분)
4개의 동영상
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
1개 연습문제
Medical image analysis: evaluation test20m

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