Victor M. Ruiz

Family Medicine | General Practice

4755 E Cesar E Chavez Ave
Los Angeles, CA 90022

Last Updated: 09/26/2026

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Found 12 publications

Machine Learning-Based Prediction of Critical Deterioration in the PICU.

Machine Learning-Based Prediction of Critical Deterioration in the PICU.

Journal: Critical care explorations

Published: April 21, 2026

Early prediction of unplanned critical care transfers in children using EHR-based ensemble machine learning.

Early prediction of unplanned critical care transfers in children using EHR-based ensemble machine learning.

Journal: JAMIA open

Published: March 17, 2026

pedQTNet: A Deep Learning Approach to Estimate Corrected QT Intervals from Multi-Lead Conventional ECG Waveforms in Pediatric Patients.

pedQTNet: A Deep Learning Approach to Estimate Corrected QT Intervals from Multi-Lead Conventional ECG Waveforms in Pediatric Patients.

Journal: Journal of medical systems

Published: November 13, 2025

Prediction of Adolescent Suicide Attempt by Integrating Clinical, Neurocognitive and Geocoded Neighborhood Environment Data.

Prediction of Adolescent Suicide Attempt by Integrating Clinical, Neurocognitive and Geocoded Neighborhood Environment Data.

Journal: Schizophrenia bulletin

Published: June 06, 2025

Risk for Suicide Attempts Assessed Using the Patient Health Questionnaire-9 Modified for Teens.

Risk for Suicide Attempts Assessed Using the Patient Health Questionnaire-9 Modified for Teens.

Journal: JAMA network open

Published: October 08, 2024

Predicting pediatric emergence delirium using data-driven machine learning applied to electronic health record dataset at a quaternary care pediatric hospital.

Predicting pediatric emergence delirium using data-driven machine learning applied to electronic health record dataset at a quaternary care pediatric hospital.

Journal: JAMIA open

Published: September 06, 2023

Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition.

Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition.

Journal: Journal of the American Medical Informatics Association : JAMIA

Published: December 05, 2022

Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts.

Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts.

Journal: JAMIA open

Published: December 22, 2020

An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance.

An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance.

Journal: JAMIA open

Published: September 08, 2018

Predictive modeling for classification of positive valence system symptom severity from initial psychiatric evaluation records.

Predictive modeling for classification of positive valence system symptom severity from initial psychiatric evaluation records.

Journal: Journal of biomedical informatics

Published: February 01, 2017

Automated influenza case detection for public health surveillance and clinical diagnosis using dynamic influenza prevalence method.

Automated influenza case detection for public health surveillance and clinical diagnosis using dynamic influenza prevalence method.

Journal: Journal of public health (Oxford, England)

Published: January 30, 2017

A study of the transferability of influenza case detection systems between two large healthcare systems.

A study of the transferability of influenza case detection systems between two large healthcare systems.

Journal: PloS one

Published: September 27, 2016

Showing 1-12 of 12

Last Updated: 09/26/2026