Cargando…

Multicenter validation of a deep-learning-based pediatric early-warning system for prediction of deterioration events

BACKGROUND: Early recognition of deterioration events is crucial to improve clinical outcomes. For this purpose, we developed a deep-learning-based pediatric early-warning system (pDEWS) and aimed to validate its clinical performance. METHODS: This is a retrospective multicenter cohort study includi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shin, Yunseob, Cho, Kyung-Jae, Lee, Yeha, Choi, Yu Hyeon, Jung, Jae Hwa, Kim, Soo Yeon, Kim, Yeo Hyang, Kim, Young A, Cho, Joongbum, Park, Seong Jong, Jhang, Won Kyoung
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Korean Society of Critical Care Medicine 2022
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732200/ https://www.ncbi.nlm.nih.gov/pubmed/36442471 http://dx.doi.org/10.4266/acc.2022.00976

Ejemplares similares

Development and validation of a deep-learning-based pediatric early warning system: A single-center study
por: Park, Seong Jong, et al.
Publicado: (2022)

Quick Sequential Organ Failure Assessment Score and the Modified Early Warning Score for Predicting Clinical Deterioration in General Ward Patients Regardless of Suspected Infection
por: Ko, Ryoung-Eun, et al.
Publicado: (2022)

Current Status of Pediatric Critical Care in Korea: Results of 2015 National Survey
por: Yoon, Jong-seo, et al.
Publicado: (2018)

Prospective, multicenter validation of the deep learning-based cardiac arrest risk management system for predicting in-hospital cardiac arrest or unplanned intensive care unit transfer in patients admitted to general wards
por: Cho, Kyung-Jae, et al.
Publicado: (2023)

Validation of the Pediatric Index of Mortality 3 in a Single Pediatric Intensive Care Unit in Korea
por: Lee, Ok Jeong, et al.
Publicado: (2017)

Accuracy of a pediatric early warning score in the recognition of clinical deterioration
por: Miranda, Juliana de Oliveira Freitas, et al.
Publicado: (2017)

Multicenter validation of Early Warning Scores for detection of clinical deterioration in COVID-19 hospitalized patients
por: Huespe, I.A., et al.
Publicado: (2023)

Multicenter validation of Early Warning Scores for detection of clinical deterioration in COVID-19 hospitalized patients
por: Huespe, I.A., et al.
Publicado: (2023)

Complications of the Central Nervous System in Pediatric Patients With Common Cold Coronavirus Infection During 2014–2019
por: Park, Hwanhee, et al.
Publicado: (2023)

Two Pediatric Osteosarcoma Cases with Delayed Methotrexate Excretion: Its Clinical Course and Management
por: Lee, Kang Min, et al.
Publicado: (2011)

Deep Learning-Based Early Warning Score for Predicting Clinical Deterioration in General Ward Cancer Patients
por: Ko, Ryoung-Eun, et al.
Publicado: (2023)

Pediatric Mycoplasma pneumoniae Infection Presenting with Acute Cholestatic Hepatitis and Other Extrapulmonary Manifestations in the Absence of Pneumonia
por: Song, Won Jae, et al.
Publicado: (2017)

Pneumothorax Caused by Delayed Tracheal Rupture in a Pediatric Patient with Acute Respiratory Distress Syndrome
por: Jung, Minyoung, et al.
Publicado: (2019)

Characteristics of pediatric rhabdomyolysis and the associated risk factors for acute kidney injury: a retrospective multicenter study in Korea
por: Yoo, Sukdong, et al.
Publicado: (2021)

Electrochemical Deposition Treatment (EDT) as a Comprehensive Rehabilitation Method for Corrosion-Induced Deterioration in Concrete with Various Severity Levels
por: Kim, Je-Kyoung, et al.
Publicado: (2021)

Derivation and validation of modified early warning score plus SpO(2)/FiO(2) score for predicting acute deterioration of patients with hematological malignancies
por: Lee, Ju-Ry, et al.
Publicado: (2020)

Etiology and clinical characteristics of acute viral hepatitis in South Korea during 2020–2021: a prospective multicenter study
por: Jeong, Chan Young, et al.
Publicado: (2023)

Spontaneously Reported Hepatic Adverse Drug Events in Korea: Multicenter Study
por: Kwon, Hee, et al.
Publicado: (2012)

Prognostic factors of pediatric hematopoietic stem cell transplantation recipients admitted to the pediatric intensive care unit
por: Kim, Da Hyun, et al.
Publicado: (2021)

Outcomes of mechanical ventilation according to WIND classification in pediatric patients
por: Choi, Ah Young, et al.
Publicado: (2019)

Comparison of the clinical characteristics and clinical outcomes of culture-positive septic shock and culture-negative septic shock among pediatric patients
por: Kim, Da Hyun, et al.
Publicado: (2023)

Current Status of Transurethral Prostatectomy: A Korean Multicenter Study
por: Jang, Dong Gyu, et al.
Publicado: (2011)

Deterioration of Sleep Quality According to Glycemic Status
por: Hur, Myung Haeng, et al.
Publicado: (2020)

Transperineal ultrasonography for evaluation of the perianal fistula and abscess in pediatric Crohn disease: preliminary study
por: Hwang, Jae-Yeon, et al.
Publicado: (2014)

Deep Neural Network-Based Concentration Model for Oak Pollen Allergy Warning in South Korea
por: Seo, Yun Am, et al.
Publicado: (2019)

An Azure ACES Early Warning System for Air Quality Index Deteriorating
por: Shih, Dong-Her, et al.
Publicado: (2019)

Pediatric Early Warning Systems (PEWS) improve provider‐family communication from the provider perspective in pediatric cancer patients experiencing clinical deterioration
por: Gillipelli, Srinithya R., et al.
Publicado: (2022)

Persistent smoking after a cardiovascular event: A nationwide retrospective study in Korea
por: Lim, Yoo Kyoung, et al.
Publicado: (2017)

Evaluation of the usefulness of red blood cell distribution width in critically ill pediatric patients
por: Kim, Da Hyun, et al.
Publicado: (2020)

Anti‑tumor properties of FoxO1 in YD‑9 oral squamous cell carcinoma cells
por: Kim, Yu Gyung, et al.
Publicado: (2023)

The platelet-to-lymphocyte ratio reflects the severity of obstructive sleep apnea syndrome and concurrent hypertension
por: Song, Yeo-Jeong, et al.
Publicado: (2016)

Prognostic Factors for Event-Free Survival in Pediatric Patients with Hepatoblastoma Based on the 2017 PRETEXT and CHIC-HS Systems
por: Yoon, Hee Mang, et al.
Publicado: (2019)

Apparent life-threatening event in infancy
por: Choi, Hee Joung, et al.
Publicado: (2016)

Comparison between an electronic version of the foot and ankle outcome score and the standard paper version: A randomized multicenter study
por: Park, Jae Yong, et al.
Publicado: (2019)

Current status of initial antibiotic therapy and analysis of infections in patients with solitary abdominal trauma: a multicenter trial in Korea
por: Lee, Gil Jae, et al.
Publicado: (2021)

Development, Implementation, and Evaluation of an In-Hospital Optimized Early Warning Score for Patient Deterioration
por: O’Brien, Cara, et al.
Publicado: (2020)

Prognostic Accuracy of Early Warning Scores for Clinical Deterioration in Patients With COVID-19
por: Su, Ying, et al.
Publicado: (2021)

Comparison of early warning scores for predicting clinical deterioration and infection in obstetric patients
por: Arnolds, David E., et al.
Publicado: (2022)

Dynamic early warning scores for predicting clinical deterioration in patients with respiratory disease
por: Gonem, Sherif, et al.
Publicado: (2022)

Obesity Paradox and Functional Outcomes in Sepsis: A Multicenter Prospective Study
por: Yeo, Hye Ju, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_rvouc2bbke0jpjr9rlq9oovj89