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Francisco Londono
Francisco Londono

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May 28, 2021

MIMIC-III Database: Heart Failure sub-types analysis

Capstone Project — Data Scientist Nanodegree Author: Francisco J. Londono Problem Introduction Cardiovascular diseases are the leading cause of death worldwide affecting millions of each year. Among these, heart failure is becoming more prevalent, especially in an ageing population impacted by poor lifestyles (poor eating habits, sedentarism, smoking, pollution, etc.). …

15 min read

MIMIC-III Database: Heart Failure sub-types analysis
MIMIC-III Database: Heart Failure sub-types analysis

15 min read


May 27, 2021

MIMIC-III Database: Heart Failure sub-types analysis

MIMIC-III Database: Heart Failure sub-types analysis Capstone Project Data Scientist Nanodegree Author: Francisco J. Londono Introduction Cardiovascular diseases are the leading cause of death worldwide affecting millions of each year. Among these, heart failure is becoming more prevalent, especially in an ageing population impacted by poor lifestyles (poor eating habits…

11 min read

MIMIC-III Database: Heart Failure sub-types analysis
MIMIC-III Database: Heart Failure sub-types analysis

11 min read


Mar 25, 2021

ECG signal for biometric identification

Introduction: Business and Data Understanding ECG is the electrical signal generated by the heart during a cardiac cycle. It has a characteristic shape and specific peaks. Even if similar for all human, the conduction of the electrical tissue of the heart is potentially unique for each subject. …

4 min read

ECG signal for biometric identification
ECG signal for biometric identification

4 min read


Jan 23, 2021

Hearing the heart beating… for data science

A borrow idea Looking for interesting ideas for a project, I found an electrocardiogram (ECG) database created and curated to learn if the ECG signal could be used as a biometric human identification. …

2 min read

Hearing the heart beating… for data science
Hearing the heart beating… for data science

2 min read

Francisco Londono

Francisco Londono

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