Thomas R. Hartka

Emergency Medicine

1215 Lee St
Charlottesville, VA 22908

Last Updated: 09/26/2026

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Found 29 publications

Comparison of clinician injury severity ratings with Abbreviated Injury Scale designations for thoracic injuries.

Comparison of clinician injury severity ratings with Abbreviated Injury Scale designations for thoracic injuries.

Journal: Traffic injury prevention

Published: August 17, 2026

Clinical significance of small traumatic pneumothoraces.

Clinical significance of small traumatic pneumothoraces.

Journal: Traffic injury prevention

Published: August 13, 2026

Mapping Free-Text Emergency Department Diagnoses to ICD-10 Codes Using Large Language Model Embeddings.

Mapping Free-Text Emergency Department Diagnoses to ICD-10 Codes Using Large Language Model Embeddings.

Journal: International journal of population data science

Published: August 01, 2026

Derivation and validation of a clinical prediction score for ICU utilization at trauma intake.

Derivation and validation of a clinical prediction score for ICU utilization at trauma intake.

Journal: The American journal of emergency medicine

Published: October 29, 2025

Relationship with sex-based anatomical differences to lower extremity injury severity in frontal crashes.

Relationship with sex-based anatomical differences to lower extremity injury severity in frontal crashes.

Journal: Traffic injury prevention

Published: September 05, 2025

Injury patterns and seat belt effectiveness in pregnant motor vehicle occupants: evidence from US crash data, 1998-2021.

Injury patterns and seat belt effectiveness in pregnant motor vehicle occupants: evidence from US crash data, 1998-2021.

Journal: Injury epidemiology

Published: June 03, 2025

Comparison of deep learning approaches to estimate injury severity from the International Classification of Diseases codes.

Comparison of deep learning approaches to estimate injury severity from the International Classification of Diseases codes.

Journal: Traffic injury prevention

Published: November 01, 2024

The American Journal of Emergency Medicine's policy on large language model usage in manuscript preparation: Balancing innovation and responsibility.

The American Journal of Emergency Medicine's policy on large language model usage in manuscript preparation: Balancing innovation and responsibility.

Journal: The American journal of emergency medicine

Published: May 21, 2024

Comparison of Deep Learning Approaches for Conversion of International Classification of Diseases Codes to the Abbreviated Injury Scale.

Comparison of Deep Learning Approaches for Conversion of International Classification of Diseases Codes to the Abbreviated Injury Scale.

Journal: medRxiv : the preprint server for health sciences

Published: April 02, 2024

Congruency of Crash- and Hospital- Reported Injuries Among Child Passengers.

Congruency of Crash- and Hospital- Reported Injuries Among Child Passengers.

Journal: American journal of preventive medicine

Published: March 27, 2024

Seat Belt Use in the US by Pregnant Motor Vehicle Occupants.

Seat Belt Use in the US by Pregnant Motor Vehicle Occupants.

Journal: JAMA network open

Published: September 18, 2023

Evaluation of Neural Machine translation for conversion of International Classification of disease codes to the Abbreviated injury Scale.

Evaluation of Neural Machine translation for conversion of International Classification of disease codes to the Abbreviated injury Scale.

Journal: Accident; analysis and prevention

Published: March 01, 2023

Showing 1-12 of 29

Last Updated: 09/26/2026