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A qualitative research framework for the design of user-centered displays of explanations for machine learning model predictions in healthcare

BMC medical informatics and decision making, 2020-10, Vol.20 (1), p.257-257, Article 257

2020

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Multidrug‐resistant organisms: A significant cause of severe sepsis in pediatric intestinal and multi‐visceral transplantation

American journal of transplantation, 2022-01, Vol.22 (1), p.122-129

2022

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Phase I randomized clinical trial of N-acetylcysteine in combination with an adjuvant probenecid for treatment of severe traumatic brain injury in children

PloS one, 2017-07, Vol.12 (7), p.e0180280

2017

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The path to great pediatric septic shock outcomes

Critical care (London, England), 2018-09, Vol.22 (1), p.224-3, Article 224

2018

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Hyperoxemia Is Associated With Mortality in Critically Ill Children

Frontiers in medicine, 2021-06, Vol.8, p.675293-675293

2021

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Machine Learning To Predict Serious Bacterial Infections in Young Febrile Infants

Pediatrics (Evanston), 2020-09, Vol.146 (3), p.1

2020

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Merging Pediatric Index of Mortality (a physiologic instability measure), lactate, and Systemic Inflammation Mortality Risk to better predict outcome in pediatric sepsis

Jornal de pediatria, 2021-05, Vol.97 (3), p.256-259

2021

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Rising Paediatric Encounters for Mental Health Diagnoses Amidst Pandemic Mitigation Strategies in New South Wales

The Lancet regional health. Western Pacific, 2022-02, Vol.19, p.100324-100324, Article 100324

2022

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A Trial of Albuterol Should Still Be Considered for Children With Severe Bronchiolitis

JAMA pediatrics, 2021-11, Vol.175 (11), p.1182

2021

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Machine learning approaches for the identification of children at low risk of intra-abdominal injury requiring intervention

The journal of trauma and acute care surgery, 2021-05, Vol.90 (5), p.e128

2021

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Interoperable and explainable machine learning models to predict morbidity and mortality in acute neurological injury in the pediatric intensive care unit: secondary analysis of the TOPICC study

Frontiers in pediatrics, 2023-06, Vol.11, p.1177470-1177470

2023

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Association between pediatric TBI mortality and median family income in the United States: A retrospective cohort study

Lancet Regional Health - Americas (Online), 2022-01, Vol.5, p.100164, Article 100164

2022

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Therapeutic Plasma Exchange Is Associated With Improved Major Adverse Kidney Events in Children and Young Adults With Thrombocytopenia at the Time of Continuous Kidney Replacement Therapy Initiation

Critical care explorations, 2023-04, Vol.5 (4), p.e0891-e0891

2023

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Forecast modeling to identify changes in pediatric emergency department utilization during the COVID-19 pandemic

The American journal of emergency medicine, 2021-11, Vol.49, p.142-147

2021

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Child Health Needs and the Pediatric Critical Care Medicine Workforce: 2020-2040

Pediatrics (Evanston), 2024-02, Vol.153 (Suppl 2), p.1

2024

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Trends in US Pediatric Hospital Admissions in 2020 Compared With the Decade Before the COVID-19 Pandemic

JAMA network open, 2021-02, Vol.4 (2), p.e2037227-e2037227

2021

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Artificial intelligence-based clinical decision support in pediatrics

Pediatric research, 2023-01, Vol.93 (2), p.334-341

2023

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Variability in Vital Sign Documentation As a Barrier to Modeling Patient State: Why Patient Records May Need More Complexity

Pediatric critical care medicine, 2019-07, Vol.20 (7), p.690

2019

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Association of triage hypothermia with in-hospital mortality among patients in the emergency department with suspected sepsis

Journal of critical care, 2020-12, Vol.60, p.27-31

2020

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Varying Estimates of Sepsis among Adults Presenting to US Emergency Departments: Estimates from a National Dataset from 2002-2018

Journal of intensive care medicine, 2022-11, Vol.37 (11), p.1451-1459

2022

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The STELAR ICU: Leveraging Electronic Health Record Data to Foster Research and Optimize Patient Care

Informatics (Basel), 2018-09, Vol.5 (3), p.37

2018

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Get Ready for Another HIT: Health Information Technology and Information Transparency

Pediatric critical care medicine, 2019-05, Vol.20 (5), p.492

2019

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Big Data Not Yet Big Enough to Determine the Influence of Intracranial Pressure Monitoring on Outcome in Children With Severe Traumatic Brain Injury

JAMA pediatrics, 2017-10, Vol.171 (10), p.942

2017

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Hertz So Good: Bedside Ultrasound Implementation by Pediatric Critical Care Training Programs

Pediatric critical care medicine, 2018-11, Vol.19 (11), p.1091-1092

2018

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Can Computer Decision Support Help Us Follow Our Own Rules in Pediatric Acute Respiratory Distress Syndrome?

Pediatric critical care medicine, 2020-11, Vol.21 (11), p.1000

2020

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A qualitative research framework for the design of user-centered displays of explanations for machine learning model predictions in healthcare

Multidrug‐resistant organisms: A significant cause of severe sepsis in pediatric intestinal and multi‐visceral transplantation

Phase I randomized clinical trial of N-acetylcysteine in combination with an adjuvant probenecid for treatment of severe traumatic brain injury in children

The path to great pediatric septic shock outcomes

Hyperoxemia Is Associated With Mortality in Critically Ill Children

Machine Learning To Predict Serious Bacterial Infections in Young Febrile Infants

Merging Pediatric Index of Mortality (a physiologic instability measure), lactate, and Systemic Inflammation Mortality Risk to better predict outcome in pediatric sepsis

Rising Paediatric Encounters for Mental Health Diagnoses Amidst Pandemic Mitigation Strategies in New South Wales

A Trial of Albuterol Should Still Be Considered for Children With Severe Bronchiolitis

Machine learning approaches for the identification of children at low risk of intra-abdominal injury requiring intervention

Interoperable and explainable machine learning models to predict morbidity and mortality in acute neurological injury in the pediatric intensive care unit: secondary analysis of the TOPICC study

Association between pediatric TBI mortality and median family income in the United States: A retrospective cohort study

Therapeutic Plasma Exchange Is Associated With Improved Major Adverse Kidney Events in Children and Young Adults With Thrombocytopenia at the Time of Continuous Kidney Replacement Therapy Initiation

Forecast modeling to identify changes in pediatric emergency department utilization during the COVID-19 pandemic

Child Health Needs and the Pediatric Critical Care Medicine Workforce: 2020-2040

Trends in US Pediatric Hospital Admissions in 2020 Compared With the Decade Before the COVID-19 Pandemic

Artificial intelligence-based clinical decision support in pediatrics

Variability in Vital Sign Documentation As a Barrier to Modeling Patient State: Why Patient Records May Need More Complexity

Association of triage hypothermia with in-hospital mortality among patients in the emergency department with suspected sepsis

Varying Estimates of Sepsis among Adults Presenting to US Emergency Departments: Estimates from a National Dataset from 2002-2018

The STELAR ICU: Leveraging Electronic Health Record Data to Foster Research and Optimize Patient Care

Get Ready for Another HIT: Health Information Technology and Information Transparency

Big Data Not Yet Big Enough to Determine the Influence of Intracranial Pressure Monitoring on Outcome in Children With Severe Traumatic Brain Injury

Hertz So Good: Bedside Ultrasound Implementation by Pediatric Critical Care Training Programs

Can Computer Decision Support Help Us Follow Our Own Rules in Pediatric Acute Respiratory Distress Syndrome?

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