Cargando…

Comparing machine learning and logistic regression for acute kidney injury prediction in trauma patients: A retrospective observational study at a single tertiary medical center

Acute kidney injury (AKI) is common in patients with trauma and is associated with poor outcomes. Therefore, early prediction of AKI in patients with trauma is important for risk stratification and the provision of optimal intensive care unit treatment. This study aimed to compare 2 models, machine...

Descripción completa

Detalles Bibliográficos
Autores principales:	Choi, Hanlim, Lee, Jin Young, Sul, Younghoon, Kim, Seheon, Ye, Jin Bong, Lee, Jin Suk, Yoon, Suyoung, Seok, Junepill, Han, Jonghee, Choi, Jung Hee, Kim, Hong Rye
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Lippincott Williams & Wilkins 2023
Materias:	3900
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10443755/ https://www.ncbi.nlm.nih.gov/pubmed/37603521 http://dx.doi.org/10.1097/MD.0000000000034847

Ejemplares similares

Risk factors for acute kidney injury in critically ill patients with torso injury: A retrospective observational single-center study
por: Sul, Young Hoon, et al.
Publicado: (2021)

Effect of weather variables on the incidence of trauma: A retrospective study at a single tertiary hospital center for 4 years
por: Kim, Se Heon, et al.
Publicado: (2021)

Characteristics of frequent adult emergency department users: A Korean tertiary hospital observational study
por: Lee, Ji Han, et al.
Publicado: (2020)

The thorax trauma severity score and the trauma and injury severity score: Do they predict in-hospital mortality in patients with severe thoracic trauma?: A retrospective cohort study
por: Moon, Seong Ho, et al.
Publicado: (2017)

Usability verification of the Emergency Trauma Score (EMTRAS) and Rapid Emergency Medicine Score (REMS) in patients with trauma: A retrospective cohort study
por: Park, Hyun Oh, et al.
Publicado: (2017)

Case report: atrial septostomy as a bridge to lung transplantation in a patient with venovenous extracorporeal membrane oxygenation
por: Ryoo, Jiwon, et al.
Publicado: (2022)

Clinical features and prognostic factors of critically ill patients with COVID-19 in Daegu, South Korea: A multi-center retrospective study
por: Kim, Eun Jin, et al.
Publicado: (2021)

Novel nomogram for predicting pulmonary complications in patients with blunt chest trauma with rib fractures: a retrospective cohort study
por: Seok, Junepill, et al.
Publicado: (2023)

Comparison of the effects of shortening rest intervals on the quality of cardiopulmonary resuscitation, physiological parameters, and hemodynamic parameters in well-trained rescuers: Randomized simulation study
por: Kim, Dong Hun, et al.
Publicado: (2021)

Risk factors for ventilator-associated pneumonia in trauma patients with torso injury: a retrospective single-center study
por: Lee, Jin Young, et al.
Publicado: (2021)

Unenhanced Computed Tomography to Visualize Hollow Viscera and/or Mesenteric Injury After Blunt Abdominal Trauma: A Single-Institution Experience
por: Yang, Xu-Yang, et al.
Publicado: (2016)

Diastolic dysfunction is associated with an increased risk of postcontrast acute kidney injury
por: Lee, Min-Jeong, et al.
Publicado: (2019)

Targeted temperature management in patients with severe heatstroke: Three case reports and treatment recommendations
por: Jung, Yoon Seok, et al.
Publicado: (2020)

Intestinal obstruction caused by small bowel entrapment within a lumbar fracture: A case report
por: Lee, Jin Suk, et al.
Publicado: (2022)

Effectiveness of education in point-of-care ultrasound-assisted physical examinations in an emergency department: A before-and-after study
por: Choi, Yoo Jin, et al.
Publicado: (2017)

Correlation between real-time heart rate and fatigue in chest compression providers during cardiopulmonary resuscitation: A simulation-based interventional study
por: Bae, Go Eun, et al.
Publicado: (2021)

Retropharyngeal hematoma secondary to cervical hyperextension in a minor collision trauma presenting with dyspnoea: A case report
por: Baek, Jong Hyun, et al.
Publicado: (2020)

Gender difference in the clinical outcomes of patients with out-of-hospital cardiac arrest: A report using data from a national Korean registry
por: Lee, Gun Tak, et al.
Publicado: (2021)

Risk factors for death in septic shock: A retrospective cohort study comparing trauma and non-trauma patients
por: Medam, Sophie, et al.
Publicado: (2017)

Impact of trauma designation levels on survival of drowning victims: An observational study from trauma centers in the United States
por: Dakessian, Alik, et al.
Publicado: (2019)

Case of a cardiac arrest patient who survived after extracorporeal cardiopulmonary resuscitation and 1.5 hours of resuscitation: A case report
por: Moon, Seong Ho, et al.
Publicado: (2017)

Brain natriuretic peptide levels predict 6-month mortality in patients with cardiogenic shock who were weaned off extracorporeal membrane oxygenation
por: Kim, Hyoung Soo, et al.
Publicado: (2020)

Prognostic value of targeted temperature management on outcomes of hanging-induced out-of-hospital cardiac arrest: A nationwide observational study
por: Kim, Jae Guk, et al.
Publicado: (2022)

Prognostic factors for neurological outcomes in Korean targeted temperature management recipients with return of spontaneous circulation after out-of-hospital cardiac arrests: A nationwide observational study
por: Kim, Jae Guk, et al.
Publicado: (2020)

Outcome analysis of traumatic out-of-hospital cardiac arrest patients according to the mechanism of injury: A nationwide observation study
por: Kim, Jae Guk, et al.
Publicado: (2020)

A Retrospective Observational Study Examining the Effect of Thoracic Epidural and Patient Controlled Analgesia on Short-term Outcomes in Blunt Thoracic Trauma Injuries
por: Baker, Edward James, et al.
Publicado: (2016)

Injury characteristics and predictors of mortality in patients undergoing pancreatic excision after abdominal trauma: A National Trauma Data Bank (NTDB) study
por: Alzerwi, Nasser A.N.
Publicado: (2023)

Epidemiological and clinical profile of Korean travelers receiving international medical repatriation
por: Kim, Jiena, et al.
Publicado: (2019)

Comparison of the i-gel and other supraglottic airways in adult manikin studies: Systematic review and meta-analysis
por: An, Jiwon, et al.
Publicado: (2017)

Extracorporeal Rewarming From Accidental Hypothermia of Patient With Suspected Trauma
por: Darocha, Tomasz, et al.
Publicado: (2015)

On-Premise Alcohol Establishments and Ambulance Calls for Trauma, Assault, and Intoxication
por: Ray, Joel G., et al.
Publicado: (2016)

Role of blood gas analysis during cardiopulmonary resuscitation in out-of-hospital cardiac arrest patients
por: Kim, Youn-Jung, et al.
Publicado: (2016)

Perioperative risk factors for in-hospital mortality after emergency gastrointestinal surgery
por: Lee, Jin Young, et al.
Publicado: (2016)

Clinical usefulness of biomarkers for diagnosis and prediction of prognosis in sepsis and septic shock
por: Lee, Jae Ha, et al.
Publicado: (2022)

Secondary hemophagocytic lymphohistiocytosis associated with heat stroke: A case report and review of literature
por: Wi, Wongook, et al.
Publicado: (2023)

Prognostic value of lactate levels and lactate clearance in sepsis and septic shock with initial hyperlactatemia: A retrospective cohort study according to the Sepsis-3 definitions
por: Lee, Seong Geun, et al.
Publicado: (2021)

Dynamic vital signs may predict in-hospital mortality in elderly trauma patients
por: Kamata, Kazuhiro, et al.
Publicado: (2020)

Assessment of blood consumption score for pediatrics predicts transfusion requirements for children with trauma
por: Komori, Akira, et al.
Publicado: (2021)

Rectal chloral hydrate sedation for computed tomography in young children with head trauma
por: Nie, Quanmin, et al.
Publicado: (2021)

A rare case report of renal vein pseudoaneurysm after blunt trauma
por: Mun, Yun Su, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_oone2f9u88rrqu2cajgr1dhm92