Datafloq

Data and Technology Insights

Health Informatics

Foundations of mining non-structured medical data

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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 caregivers, etc. The … [Read more...] about Foundations of mining non-structured medical data

Introduction to Social Determinants of Health

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This first of five courses introduces students to the social determinants of health, and provides an overview of the definitions and theoretical perspectives that will form the foundation of this specialization. The topics of this course include: 1. Introduction to the Social Determinants of Health 2. Theoretical Perspectives and Knowledge Complexity 3. Data Driven … [Read more...] about Introduction to Social Determinants of Health

Deep learning in Electronic Health Records – CDSS 2

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Overview of the main principles of Deep Learning along with common architectures. Formulate the problem for time-series classification and apply it to vital signals such as ECG. Applying this methods in Electronic Health Records is challenging due to the missing values and the heterogeneity in EHR, which include both continuous, ordinal and categorical … [Read more...] about Deep learning in Electronic Health Records – CDSS 2