Christopher Barton, MD

Publications: 

Mortality prediction model for the triage of COVID-19, pneumonia, and mechanically ventilated ICU patients: A retrospective study.

Annals of medicine and surgery (2012)

Ryan L, Lam C, Mataraso S, Allen A, Green-Saxena A, Pellegrini E, Hoffman J, Barton C, McCoy A, Das R

Multicenter validation of a machine-learning algorithm for 48-h all-cause mortality prediction.

Health informatics journal

Mohamadlou H, Panchavati S, Calvert J, Lynn-Palevsky A, Le S, Allen A, Pellegrini E, Green-Saxena A, Barton C, Fletcher G, Shieh L, Stark PB, Chettipally U, Shimabukuro D, Feldman M, Das R

Pediatric Severe Sepsis Prediction Using Machine Learning.

Frontiers in pediatrics

Le S, Hoffman J, Barton C, Fitzgerald JC, Allen A, Pellegrini E, Calvert J, Das R

Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs.

Computers in biology and medicine

Barton C, Chettipally U, Zhou Y, Jiang Z, Lynn-Palevsky A, Le S, Calvert J, Das R

Prediction of Acute Kidney Injury With a Machine Learning Algorithm Using Electronic Health Record Data.

Canadian journal of kidney health and disease

Mohamadlou H, Lynn-Palevsky A, Barton C, Chettipally U, Shieh L, Calvert J, Saber NR, Das R

Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU.

BMJ open

Mao Q, Jay M, Hoffman JL, Calvert J, Barton C, Shimabukuro D, Shieh L, Chettipally U, Fletcher G, Kerem Y, Zhou Y, Das R

Cost and mortality impact of an algorithm-driven sepsis prediction system.

Journal of medical economics

Calvert J, Hoffman J, Barton C, Shimabukuro D, Ries M, Chettipally U, Kerem Y, Jay M, Mataraso S, Das R

The predictive value of an adjusted COPD assessment test score on the risk of respiratory-related hospitalizations in severe COPD patients.

Chronic respiratory disease

Barton CA, Bassett KL, Buckman J, Effing TW, Frith PA, van der Palen J, Sloots JM

A computational approach to mortality prediction of alcohol use disorder inpatients.

Computers in biology and medicine

Calvert J, Mao Q, Rogers AJ, Barton C, Jay M, Desautels T, Mohamadlou H, Jan J, Das R

A computational approach to early sepsis detection.

Computers in biology and medicine

Calvert JS, Price DA, Chettipally UK, Barton CW, Feldman MD, Hoffman JL, Jay M, Das R

High-performance detection and early prediction of septic shock for alcohol-use disorder patients.

Annals of medicine and surgery (2012)

Calvert J, Desautels T, Chettipally U, Barton C, Hoffman J, Jay M, Mao Q, Mohamadlou H, Das R

Discharge recommendation based on a novel technique of homeostatic analysis.

Journal of the American Medical Informatics Association : JAMIA

Calvert JS, Price DA, Barton CW, Chettipally UK, Das R

Cumulative dose of hypertension predicts outcome in intracranial hemorrhage better than American Heart Association guidelines.

Academic emergency medicine : official journal of the Society for Academic Emergency Medicine

Barton CW, Hemphill JC

Do medications affect vital signs in the prehospital treatment of acute decompensated heart failure?

Prehospital emergency care : official journal of the National Association of EMS Physicians and the National Association of State EMS Directors

Sporer KA, Tabas JA, Tam RK, Sellers KL, Rosenson J, Barton CW, Pletcher MJ

Interactions between psychosocial problems and management of asthma: who is at risk of dying?

The Journal of asthma : official journal of the Association for the Care of Asthma

Barton CA, McKenzie DP, Walters EH, Abramson MJ

A novel method of evaluating the impact of secondary brain insults on functional outcomes in traumatic brain-injured patients.

Academic emergency medicine : official journal of the Society for Academic Emergency Medicine

Barton CW, Hemphill JC, Morabito D, Manley G