Naveen Muthu

General Practice

3401 Civic Center Blvd
Division Of Clinical Informatics
Philadelphia, PA 19104

Last Updated: 09/26/2026

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Found 48 publications

External Validation, Recalibration, and Extension of a Prediction Model of Early Acute Kidney Injury in Critically Ill Children Using Multicenter Data.

External Validation, Recalibration, and Extension of a Prediction Model of Early Acute Kidney Injury in Critically Ill Children Using Multicenter Data.

Journal: Critical care explorations

Published: May 25, 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

Variation in In-Hospital Emergency Transfer Rates Across Pediatric Hospitals.

Variation in In-Hospital Emergency Transfer Rates Across Pediatric Hospitals.

Journal: Hospital pediatrics

Published: February 25, 2026

Aligning Artificial Intelligence Prediction Targets with Clinical Workflows Using Human Centered Design Methods.

Aligning Artificial Intelligence Prediction Targets with Clinical Workflows Using Human Centered Design Methods.

Journal: medRxiv : the preprint server for health sciences

Published: February 06, 2026

Aligning Artificial Intelligence Prediction Targets with Clinical Workflows Using Human Centered Design Methods.

Aligning Artificial Intelligence Prediction Targets with Clinical Workflows Using Human Centered Design Methods.

Journal: medRxiv : the preprint server for health sciences

Published: February 06, 2026

A Log-Level Data-Driven Precision Education Tool for Pediatrics Trainees: Human-Centered Development and Validation Study.

A Log-Level Data-Driven Precision Education Tool for Pediatrics Trainees: Human-Centered Development and Validation Study.

Journal: JMIR human factors

Published: July 01, 2025

Assessing the Impact of Emergency Transfers in Pediatric Cardiology.

Assessing the Impact of Emergency Transfers in Pediatric Cardiology.

Journal: Hospital pediatrics

Published: April 09, 2025

Development and Validation of an Artificial Intelligence Predictive Model to Accelerate Antibiotic Therapy for Critical Ill Children with Sepsis in the Pediatric ED with Pediatric ICU Disposition.

Development and Validation of an Artificial Intelligence Predictive Model to Accelerate Antibiotic Therapy for Critical Ill Children with Sepsis in the Pediatric ED with Pediatric ICU Disposition.

Journal: medRxiv : the preprint server for health sciences

Published: April 08, 2025

A Comprehensive Approach to Clinical Decision Support in the Return of Genome Informed Risk Assessments to Primary Care Pediatricians.

A Comprehensive Approach to Clinical Decision Support in the Return of Genome Informed Risk Assessments to Primary Care Pediatricians.

Journal: Applied clinical informatics

Published: February 26, 2025

External Validation, Re-Calibration, and Extension of a Prediction Model of Early Acute Kidney Injury in Critically Ill Children using Multi-Center Data.

External Validation, Re-Calibration, and Extension of a Prediction Model of Early Acute Kidney Injury in Critically Ill Children using Multi-Center Data.

Journal: medRxiv : the preprint server for health sciences

Published: February 20, 2025

Pediatric Predictive Artificial Intelligence Implemented in Clinical Practice from 2010 to 2021: A Systematic Review.

Pediatric Predictive Artificial Intelligence Implemented in Clinical Practice from 2010 to 2021: A Systematic Review.

Journal: Applied clinical informatics

Published: January 21, 2025

Human performance evaluation of a pediatric artificial intelligence sepsis model.

Human performance evaluation of a pediatric artificial intelligence sepsis model.

Journal: Journal of the American Medical Informatics Association : JAMIA

Published: January 15, 2025

Showing 1-12 of 48

Last Updated: 09/26/2026