Concepedia

Fernando Martínez

FM

Statistics

Publications

17

Citations

551

H-Index

14

Active since

1984

Affiliations

University of California, Los Angeles(Current)

Universidad de Oviedo

The University of Sydney

Health & Safety in Sports

National Jewish Health

Fernando Martínez is an author at University of California, Los Angeles specializing in medicine, sleep medicine, and machine learning.

Publications per year

1984–2021

17

Publications

17

An artificial neural network approach for predicting hypertension using NHANES data

Fernando Martínez, Edward Rolando Núñez‐Valdéz, Rubén González Crespo et al. · Scientific Reports · 2020 · 99 citations · Full text

Computing, Data Science, Health Informatics +17

A Case Study for a Big Data and Machine Learning Platform to Improve Medical Decision Support in Population Health Management

Fernando Martínez, Edward Rolando Núñez‐Valdéz, Vicente García‐Díaz et al. · Algorithms · 2020 · 64 citations · Full text

Computing, Health Informatics, Public Health Informatics +17

Machine learning classification analysis for a hypertensive population as a function of several risk factors

Fernando Martínez, Aron Schwarcz.MD, Edward Rolando Núñez‐Valdéz et al. · Expert Systems with Applications · 2018 · 56 citations · Full text

Computing, Biostatistics, Cardiology +16

Large variation in use of patient-reported outcome measures: A survey of 188 foot and ankle surgeons

Ruben Zwiers, Hanneke Weel, Wouter H. Mallee et al. · Foot and Ankle Surgery · 2017 · 42 citations

Medicine, Orthopaedic Surgery, Orthopedic Surgery +16

Stress in obstructive sleep apnea

Jasmine L. Wong, Fernando Martínez, Andrea P. Aguila et al. · Scientific Reports · 2021 · 42 citations · Full text

Medicine, Behavioral Sciences, Psychology +17

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