Accuracy of ICD-10 Codes for Suicidal Ideation and Action in Pediatric Emergency Department Encounters. Pediatr Emerg Care. 2025 May 01; 41(5):378-382. View Accuracy of ICD-10 Codes for Suicidal Ideation and Action in Pediatric Emergency Department Encounters. Abstract

Knowledge-Driven Online Multimodal Automated Phenotyping System. medRxiv. 2025 Mar 05. View Knowledge-Driven Online Multimodal Automated Phenotyping System. Abstract

Phoenix Sepsis Criteria in Critically Ill Children: Retrospective Validation Using a United States Nine-Center Dataset, 2012-2018. Pediatr Crit Care Med. 2025 Feb 01; 26(2):e155-e165. View Phoenix Sepsis Criteria in Critically Ill Children: Retrospective Validation Using a United States Nine-Center Dataset, 2012-2018. Abstract

Using Implementation Science to Assess Barriers to Agreement on Sedation Goal Setting and Assessment. Pediatr Crit Care Med. 2025 Jan 01; 26(1):e51-e61. View Using Implementation Science to Assess Barriers to Agreement on Sedation Goal Setting and Assessment. Abstract

Multisource representation learning for pediatric knowledge extraction from electronic health records. NPJ Digit Med. 2024 Nov 13; 7(1):319. View Multisource representation learning for pediatric knowledge extraction from electronic health records. Abstract

Electrocardiogram-Based Deep Learning to Predict Mortality in Repaired Tetralogy of Fallot. JACC Clin Electrophysiol. 2024 Dec; 10(12):2600-2612. View Electrocardiogram-Based Deep Learning to Predict Mortality in Repaired Tetralogy of Fallot. Abstract

Accuracy of ICD-10 codes for suicidal ideation and action in pediatric emergency department encounters. medRxiv. 2024 Jul 24. View Accuracy of ICD-10 codes for suicidal ideation and action in pediatric emergency department encounters. Abstract

Development and Validation of a Mortality Risk Score for Repaired Tetralogy of Fallot. J Am Heart Assoc. 2024 Jun 18; 13(12):e034871. View Development and Validation of a Mortality Risk Score for Repaired Tetralogy of Fallot. Abstract

Using the Past to Inform the Future: How a Classic Respiratory Physiology Equation Informs Computer-Based Simulators and Clinical Decision Support Systems. Pediatr Crit Care Med. 2024 May 01; 25(5):466-468. View Using the Past to Inform the Future: How a Classic Respiratory Physiology Equation Informs Computer-Based Simulators and Clinical Decision Support Systems. Abstract

Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study. J Med Internet Res. 2024 Apr 04; 26:e53367. View Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study. Abstract

Biomarker Assessment of a High-Risk, Data-Driven Pediatric Sepsis Phenotype Characterized by Persistent Hypoxemia, Encephalopathy, and Shock. Pediatr Crit Care Med. 2024 Jun 01; 25(6):512-517. View Biomarker Assessment of a High-Risk, Data-Driven Pediatric Sepsis Phenotype Characterized by Persistent Hypoxemia, Encephalopathy, and Shock. Abstract

Comparing the Quality of Domain-Specific Versus General Language Models for Artificial Intelligence-Generated Differential Diagnoses in PICU Patients. Pediatr Crit Care Med. 2024 Jun 01; 25(6):e273-e282. View Comparing the Quality of Domain-Specific Versus General Language Models for Artificial Intelligence-Generated Differential Diagnoses in PICU Patients. Abstract

Automated Calculator for the Pediatric Sequential Organ Failure Assessment Score: Development and External Validation in a Single-Center 7-Year Cohort, 2015-2021. Pediatr Crit Care Med. 2024 May 01; 25(5):434-442. View Automated Calculator for the Pediatric Sequential Organ Failure Assessment Score: Development and External Validation in a Single-Center 7-Year Cohort, 2015-2021. Abstract

Dynamic Prediction of Mortality Using Longitudinally Measured Pediatric Sequential Organ Failure Assessment Scores: A Joint Modeling Approach. Pediatr Crit Care Med. 2024 May 01; 25(5):443-451. View Dynamic Prediction of Mortality Using Longitudinally Measured Pediatric Sequential Organ Failure Assessment Scores: A Joint Modeling Approach. Abstract

Emergency department visits and boarding for pediatric patients with suicidality before and during the COVID-19 pandemic. PLoS One. 2023; 18(11):e0286035. View Emergency department visits and boarding for pediatric patients with suicidality before and during the COVID-19 pandemic. Abstract

Distinct clinical phenotypes in paediatric cancer patients with sepsis are associated with different outcomes-an international multicentre retrospective study. EClinicalMedicine. 2023 Nov; 65:102252. View Distinct clinical phenotypes in paediatric cancer patients with sepsis are associated with different outcomes-an international multicentre retrospective study. Abstract

External validation and biomarker assessment of a high-risk, data-driven pediatric sepsis phenotype characterized by persistent hypoxemia, encephalopathy, and shock. Res Sq. 2023 Aug 02. View External validation and biomarker assessment of a high-risk, data-driven pediatric sepsis phenotype characterized by persistent hypoxemia, encephalopathy, and shock. Abstract

A computable case definition for patients with SARS-CoV2 testing that occurred outside the hospital. JAMIA Open. 2023 Oct; 6(3):ooad047. View A computable case definition for patients with SARS-CoV2 testing that occurred outside the hospital. Abstract

Derivation, Validation, and Clinical Relevance of a Pediatric Sepsis Phenotype With Persistent Hypoxemia, Encephalopathy, and Shock. Pediatr Crit Care Med. 2023 Oct 01; 24(10):795-806. View Derivation, Validation, and Clinical Relevance of a Pediatric Sepsis Phenotype With Persistent Hypoxemia, Encephalopathy, and Shock. Abstract

Heart Rate Change as a Potential Digital Biomarker of Brain Death in Critically Ill Children With Acute Catastrophic Brain Injury. Crit Care Explor. 2023 May; 5(5):e0908. View Heart Rate Change as a Potential Digital Biomarker of Brain Death in Critically Ill Children With Acute Catastrophic Brain Injury. Abstract

Validation and Extension of the Association Between Potentially Excess Oxygen Exposure and Death in Mechanically Ventilated Children. Pediatr Crit Care Med. 2023 09 01; 24(9):e434-e440. View Validation and Extension of the Association Between Potentially Excess Oxygen Exposure and Death in Mechanically Ventilated Children. Abstract

Examining the Evidence for Escalating Antimicrobial Regimens in Febrile Oncology and Hematopoietic Stem Cell Transplant Patients Admitted to the PICU: An Observational Study. Pediatr Crit Care Med. 2023 06 01; 24(6):e292-e296. View Examining the Evidence for Escalating Antimicrobial Regimens in Febrile Oncology and Hematopoietic Stem Cell Transplant Patients Admitted to the PICU: An Observational Study. Abstract

A computable phenotype for patients with SARS-CoV2 testing that occurred outside the hospital. medRxiv. 2023 Jan 19. View A computable phenotype for patients with SARS-CoV2 testing that occurred outside the hospital. Abstract

Weakly Semi-supervised phenotyping using Electronic Health records. J Biomed Inform. 2022 10; 134:104175. View Weakly Semi-supervised phenotyping using Electronic Health records. Abstract

Implementation Science in Pediatric Critical Care - Sedation and Analgesia Practices as a Case Study. Front Pediatr. 2022; 10:864029. View Implementation Science in Pediatric Critical Care - Sedation and Analgesia Practices as a Case Study. Abstract

Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review. J Biomed Inform. 2022 08; 132:104109. View Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review. Abstract

Supraventricular Tachycardia in Infants With Congenital Diaphragmatic Hernia: Prevalence, Associations, and Outcomes. Pediatr Crit Care Med. 2022 07 01; 23(7):e329-e337. View Supraventricular Tachycardia in Infants With Congenital Diaphragmatic Hernia: Prevalence, Associations, and Outcomes. Abstract

Clinical Characteristics and Outcomes of Children with Acute Catastrophic Brain Injury: A 13-Year Retrospective Cohort Study. Neurocrit Care. 2022 06; 36(3):715-726. View Clinical Characteristics and Outcomes of Children with Acute Catastrophic Brain Injury: A 13-Year Retrospective Cohort Study. Abstract

Implementation of an Analgesia-Sedation Protocol Is Associated With Reduction in Midazolam Usage in the PICU. Pediatr Crit Care Med. 2021 10 01; 22(10):e513-e523. View Implementation of an Analgesia-Sedation Protocol Is Associated With Reduction in Midazolam Usage in the PICU. Abstract

eSIMPLER: A Dynamic, Electronic Health Record-Integrated Checklist for Clinical Decision Support During PICU Daily Rounds. Pediatr Crit Care Med. 2021 10 01; 22(10):898-905. View eSIMPLER: A Dynamic, Electronic Health Record-Integrated Checklist for Clinical Decision Support During PICU Daily Rounds. Abstract

Data-driven clustering identifies features distinguishing multisystem inflammatory syndrome from acute COVID-19 in children and adolescents. EClinicalMedicine. 2021 Oct; 40:101112. View Data-driven clustering identifies features distinguishing multisystem inflammatory syndrome from acute COVID-19 in children and adolescents. Abstract

Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J Am Med Inform Assoc. 2021 07 14; 28(7):1411-1420. View Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. Abstract

A high-throughput phenotyping algorithm is portable from adult to pediatric populations. J Am Med Inform Assoc. 2021 06 12; 28(6):1265-1269. View A high-throughput phenotyping algorithm is portable from adult to pediatric populations. Abstract

Coagulations Studies Do Not Correlate With Each Other or With Hematologic Complications During Pediatric Extracorporeal Membrane Oxygenation. Pediatr Crit Care Med. 2021 06 01; 22(6):542-552. View Coagulations Studies Do Not Correlate With Each Other or With Hematologic Complications During Pediatric Extracorporeal Membrane Oxygenation. Abstract

International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries. JAMA Netw Open. 2021 06 01; 4(6):e2112596. View International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries. Abstract

A Machine Learning Classifier Improves Mortality Prediction Compared With Pediatric Logistic Organ Dysfunction-2 Score: Model Development and Validation. Crit Care Explor. 2021 May; 3(5):e0426. View A Machine Learning Classifier Improves Mortality Prediction Compared With Pediatric Logistic Organ Dysfunction-2 Score: Model Development and Validation. Abstract

Adding Continuous Vital Sign Information to Static Clinical Data Improves the Prediction of Length of Stay After Intubation: A Data-Driven Machine Learning Approach. Respir Care. 2020 Sep; 65(9):1367-1377. View Adding Continuous Vital Sign Information to Static Clinical Data Improves the Prediction of Length of Stay After Intubation: A Data-Driven Machine Learning Approach. Abstract

Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data. JAMIA Open. 2020 Oct; 3(3):413-421. View Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data. Abstract

Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources. J Am Med Inform Assoc. 2020 02 01; 27(2):294-300. View Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources. Abstract

Noninvasive Ventilation Is Interrupted Frequently and Mostly Used at Night in the Pediatric Intensive Care Unit. Respir Care. 2020 Mar; 65(3):341-346. View Noninvasive Ventilation Is Interrupted Frequently and Mostly Used at Night in the Pediatric Intensive Care Unit. Abstract

Extracting Adverse Drug Event Information with Minimal Engineering. Proc Conf. 2019 Jun; 2019:22-27. View Extracting Adverse Drug Event Information with Minimal Engineering. Abstract

Feature extraction for phenotyping from semantic and knowledge resources. J Biomed Inform. 2019 03; 91:103122. View Feature extraction for phenotyping from semantic and knowledge resources. Abstract

Provider Connectedness to Other Providers Reduces Risk of Readmission After Hospitalization for Heart Failure. Med Care Res Rev. 2019 02; 76(1):115-128. View Provider Connectedness to Other Providers Reduces Risk of Readmission After Hospitalization for Heart Failure. Abstract

Simulation of a Novel Schedule for Intensivist Staffing to Improve Continuity of Patient Care and Reduce Physician Burnout. Crit Care Med. 2017 Jul; 45(7):1138-1144. View Simulation of a Novel Schedule for Intensivist Staffing to Improve Continuity of Patient Care and Reduce Physician Burnout. Abstract

A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry. J Pediatr. 2017 09; 188:224-231.e5. View A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry. Abstract

Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension. Circ Res. 2017 Aug 04; 121(4):341-353. View Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension. Abstract

Therapeutic Hypothermia in Children. N Engl J Med. 2015 09 03; 373(10):979. View Therapeutic Hypothermia in Children. Abstract

Long-term outcomes and risk factors for aortic regurgitation after discrete subvalvular aortic stenosis resection in children. Heart. 2015 Oct; 101(19):1547-53. View Long-term outcomes and risk factors for aortic regurgitation after discrete subvalvular aortic stenosis resection in children. Abstract

A novel electroencephalography-based tool for objective assessment of network dynamics activated by nociceptive stimuli. Eur J Pain. 2016 Feb; 20(2):250-62. View A novel electroencephalography-based tool for objective assessment of network dynamics activated by nociceptive stimuli. Abstract

Spread of methicillin-resistant Staphylococcus aureus in a large tertiary NICU: network analysis. Pediatrics. 2011 Nov; 128(5):e1173-80. View Spread of methicillin-resistant Staphylococcus aureus in a large tertiary NICU: network analysis. Abstract

A quantitative analysis of optimal treatment capacity for perinatal asphyxia. Med Decis Making. 2012 Mar-Apr; 32(2):266-72. View A quantitative analysis of optimal treatment capacity for perinatal asphyxia. Abstract

Dexamethasone and tonsillectomy bleeding: a meta-analysis. Otolaryngol Head Neck Surg. 2011 Jun; 144(6):838-43. View Dexamethasone and tonsillectomy bleeding: a meta-analysis. Abstract

Network analysis of team structure in the neonatal intensive care unit. Pediatrics. 2010 Jun; 125(6):e1460-7. View Network analysis of team structure in the neonatal intensive care unit. Abstract

CoolSim: using industrial modeling techniques to examine the impact of selective head cooling in a model of perinatal regionalization. Pediatrics. 2008 Jan; 121(1):28-36. View CoolSim: using industrial modeling techniques to examine the impact of selective head cooling in a model of perinatal regionalization. Abstract

Risk factors for reoperation after repair of discrete subaortic stenosis in children. J Am Coll Cardiol. 2007 Oct 09; 50(15):1498-504. View Risk factors for reoperation after repair of discrete subaortic stenosis in children. Abstract

Hemoglobin Jamaica plain--a sickling hemoglobin with reduced oxygen affinity. N Engl J Med. 2004 Oct 07; 351(15):1532-8. View Hemoglobin Jamaica plain--a sickling hemoglobin with reduced oxygen affinity. Abstract

Hemolytic anemia and severe rhabdomyolysis caused by compound heterozygous mutations of the gene for erythrocyte/muscle isozyme of aldolase, ALDOA(Arg303X/Cys338Tyr). Blood. 2004 Mar 15; 103(6):2401-3. View Hemolytic anemia and severe rhabdomyolysis caused by compound heterozygous mutations of the gene for erythrocyte/muscle isozyme of aldolase, ALDOA(Arg303X/Cys338Tyr). Abstract

Chronic disseminated intravascular coagulation and childhood-onset skin necrosis resulting from homozygosity for a protein C Gla domain mutation, Arg15Trp. J Pediatr Hematol Oncol. 2002 Nov; 24(8):685-8. View Chronic disseminated intravascular coagulation and childhood-onset skin necrosis resulting from homozygosity for a protein C Gla domain mutation, Arg15Trp. Abstract