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Foundations of mining non-structured medical data

EIT Digital via Coursera

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  • Provider Coursera
  • Subject Data Mining
  • $ Cost Free Online Course (Audit)
  • Session In progress
  • Language English
  • Certificate Paid Certificate Available
  • Start Date
  • Duration 5 weeks long

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Overview

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The goal of this course is to understand the foundations of Big Data and the data that is being generated in the health domain and how the use of technology would help to integrate and exploit all those data to extract meaningful information that can be later used in different sectors of the health domain from physicians to management, from patients to care givers, etc. The course will offer to the student a high-level perspective of the importance of the medical context within the European context, the types of data that are managed in the health (clinical) context, the challenges to be addressed in the mining of unstructured medical data (text and image) as well as the opportunities from the analytical point of view with an introduction to the basics of data analytics field.

Syllabus

WEEK 1

Introduction

WEEK 2

Challenges in unstructured data in health domain

WEEK 3

NLP in medical domain

WEEK 4

Medical Image Analysis

WEEK 5

Data Analysis of structured information

Taught by

Alejandro Rodríguez González, Consuelo Gonzalo-Martín and Ernestina Menasalvas

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