Predicting Adverse Outcomes for Febrile Patients in the Emergency Department Using Sparse Laboratory Data: Development of a Time Adaptive Model

Predicting Adverse Outcomes for Febrile Patients in the Emergency Department Using Sparse Laboratory Data: Development of a Time Adaptive Model

BackgroundA timely decision in the initial stages for patients with an acute illness is important. However, only a few studies have determined the prognosis of patients based on insufficient laboratory data during the initial stages of treatment. ObjectiveThis study aimed to develop and...

Full description

Bibliographic Details
Main Authors:	Lee, Sungjoo, Hong, Sungjun, Cha, Won Chul, Kim, Kyunga
Format:	Article
Language:	English
Published:	JMIR Publications 2020-03-01
Series:	JMIR Medical Informatics
Online Access:	http://medinform.jmir.org/2020/3/e16117/

Similar Items

Febrile neutropenia in the emergency department
by: Malle Simeon, et al.
Published: (2021-01-01)

Antibiotic prescribing and outcomes in cancer patients with febrile neutropenia in the emergency department.
by: Olivier Peyrony, et al.
Published: (2020-01-01)

Outcomes in 102 patients that present to the emergency department with chemotherapy-induced febrile neutropenia
by: Joo Han Lim, et al.
Published: (2011-08-01)

Emergency Department Crowding and Time to Antibiotic Administration in Febrile Infants
by: Jennifer K Light, et al.
Published: (2013-09-01)

Artificial intelligence decision points in an emergency department
by: Hansol Chang, et al.
Published: (2022-09-01)

Acute undifferentiated febrile illness: Protocol in emergency department
by: Vempalli N Subramanyam, et al.
Published: (2020-01-01)

Low albumin at the onset of febrile neutropenia predicts adverse outcome in pediatric febrile neutropenia
by: Manideepa Maji, et al.
Published: (2022-01-01)

Clinical management and outcomes for febrile infants 29–60 days evaluated in community emergency departments
by: Patrick J. Van Winkle, et al.
Published: (2022-06-01)

Clinical aspects of patients visiting the emergency department with febrile seizure
by: Jong Min Kim, et al.
Published: (2023-10-01)

Emergency department disposition of non‐neutropenic febrile patients with cancer
by: Jason J. Bischof, et al.
Published: (2021-10-01)

Risk factors and predictors of adverse outcomes of in paediatric febrile neutropenia
by: Motunrayo O. Adekunle, et al.
Published: (2023-03-01)

Using Machine Learning to Predict Bacteremia in Febrile Children Presented to the Emergency Department
by: Chih-Min Tsai, et al.
Published: (2020-05-01)

Emergency Department Overcrowding and Ambulance Turnaround Time.
by: Yu Jin Lee, et al.
Published: (2015-01-01)

Retrospective validation of the Step-by-Step approach for febrile infants younger than 90 days in the emergency department
by: Jae Sang Park, et al.
Published: (2017-12-01)

Influenza A Virus Associated Febrile Seizures in Pediatric Emergency Department during Influenza Seasons
by: Jung Seok Hong, et al.
Published: (2014-12-01)

Near-universal hospitalization of US emergency department patients with cancer and febrile neutropenia.
by: Christopher W Baugh, et al.
Published: (2019-01-01)

Simple and complex febrile seizures: is there such a difference? Management and complications in an emergency department
by: A. Rivas-García, et al.
Published: (2022-06-01)

Serum Lactate Predicts Adverse Outcomes in Emergency Department Patients With and Without Infection
by: Kimie Oedorf, et al.
Published: (2017-02-01)

Usefulness of complete blood count parameters to predict poor outcomes in cancer patients with febrile neutropenia presenting to the emergency department
by: Arom Choi, et al.
Published: (2022-12-01)

Prediction of Severity and Adverse Outcomes Associated with Perforation in Patients Presenting to the Emergency Department with Esophageal Injury
by: Eui Sun Jeong, et al.
Published: (2023-03-01)

Predictors of bacteremia in febrile infants under 3 months old in the pediatric emergency department
by: Bei-Cyuan Guo, et al.
Published: (2023-09-01)

Association between Stress Hyperglycemia and Adverse Outcomes in Children Visiting the Pediatric Emergency Department
by: Woori Bae, et al.
Published: (2022-04-01)

Using artificial intelligence to predict adverse outcomes in emergency department patients with hyperglycemic crises in real time
by: Chin-Chuan Hsu, et al.
Published: (2023-10-01)

Impact of diagnostic errors on adverse outcomes: learning from emergency department revisits with repeat CT or MRI
by: Yura Ahn, et al.
Published: (2021-11-01)

Comparing febrile children presenting on and off antibiotics to the emergency department: a retrospective cohort study
by: R. D. Sawaya, et al.
Published: (2020-03-01)

Effect of coronavirus disease 2019 on febrile children’s visits to the emergency department of a tertiary hospital
by: Jin Ah Kim, et al.
Published: (2021-06-01)

The systemic inflammatory response syndrome as a predictor of mortality among febrile children in the emergency department
by: U. George*, et al.
Published: (2013-12-01)

Impact of timely antibiotic administration on outcomes in patients with severe sepsis and septic shock in the emergency department
by: Young Min Joo, et al.
Published: (2014-09-01)

Frequent Mobile Electronic Medical Records Users Respond More Quickly to Emergency Department Consultation Requests: Retrospective Quantitative Study
by: Jung, Kwang Yul, et al.
Published: (2020-02-01)

Adverse drug reaction with midazolam use in Emergency Department
by: Nik Azlan Nik Muhamad,, et al.
Published: (2016)

The reporting of adverse events in Johannesburg Academic Emergency Departments
by: Matthew Gabriel Zoghby, et al.
Published: (2021-03-01)

Emergency medical services utilisation among febrile children attending emergency departments across Europe: an observational multicentre study
by: Tan, CD, et al.
Published: (2023)

Correction: Frequent Mobile Electronic Medical Records Users Respond More Quickly to Emergency Department Consultation Requests: Retrospective Quantitative Study
by: Kwang Yul Jung, et al.
Published: (2022-11-01)

A study of clinical and laboratory evaluation and outcome of patients with acute febrile illness with thrombocytopenia
by: S Sumangala, et al.
Published: (2020-01-01)

Approaches to describing inter-rater reliability of the overall clinical appearance of febrile infants and toddlers in the emergency department
by: Paul Walsh, et al.
Published: (2014-11-01)

Using Machine Learning to Predict Invasive Bacterial Infections in Young Febrile Infants Visiting the Emergency Department
by: I-Min Chiu, et al.
Published: (2021-04-01)

Sex differences in febrile children with respiratory symptoms attending European emergency departments: An observational multicenter study.
by: Chantal D Tan, et al.
Published: (2022-01-01)

Sex differences in febrile children with respiratory symptoms attending European emergency departments: An observational multicenter study
by: Chantal D. Tan, et al.
Published: (2022-01-01)

The cost of diagnostic uncertainty: a prospective economic analysis of febrile children attending an NHS emergency department
by: Simon Leigh, et al.
Published: (2019-03-01)

Validation of the Clinical Index of Stable Febrile Neutropenia (CISNE) model in febrile neutropenia patients visiting the emergency department. Can it guide emergency physicians to a reasonable decision on outpatient vs. inpatient treatment?
by: Hae Moon, et al.
Published: (2018-01-01)