Mortality Prediction in Intensive Care Units by Utilizing the MIMIC-IV Clinical Database
, 2022 Kandidatexjobb i elektroteknik 2022, KTH ...
Wang, Raymond
core +4 more sources
Sex Disparities in PAD Patients: Retrospective Study Utilizing MIMIC-IV v3.1 Database
Journal of Clinical MedicineBackground: Peripheral artery disease (PAD) is a progressive atherosclerotic condition associated with significant morbidity and mortality. While PAD prevalence is comparable between sexes, women tend to have worse clinical outcomes, higher rates of disability, and are underdiagnosed and undertreated compared to men. This study examines sex differences
Sanaullah Mojaddedi +7 more
openaire +3 more sources
Lactate Clearance and Shock-Stage Refinement in Cardiogenic Shock: A MIMIC-IV Analysis
A retrospective cohort study using the MIMIC-IV database examining whether 24-hour lactate clearance refines SCAI shock stage-based mortality prediction in patients with cardiogenic ...
Krish Ashok Kherajani
core +13 more sources
Automated Type 2 Diabetes Case and Control Identification from the MIMIC-IV Database [PDF]
, 2023 Phenotyping for Type 2 Diabetes (T2DM) is needed due to the increasing demand for T2DM research on electronic health records (EHRs). eMERGE is a reliable and interpretable rule-based algorithm for the identification of T2DM cases and controls in EHRs ...
Cao, Tru, Zhang, Wanheng
core +2 more sources
alistairewj/mimic-iv-aline-study: MIMIC-IV aline study v0.1
, 2021 Initial release of the reproduction of a study on the utility of arterial lines (alines) in hemodynamically stable patients. This reproduction is done in MIMIC-IV.
Alistair Johnson
core +1 more source
Intensive care unit readmission and unexpected death after emergency general surgery
Heliyon, 2023 Background: Intensive care unit (ICU) readmission and unexpected death are closely associated with increased length of hospitalization and total mortality.
Ran Guo, Na Cui
doaj +1 more source
justin13601/mimic-iv-dash: 06/21/22
, 2022 Clinical dashboard created using Plotly Dash & MIMIC-IV ...
Justin Xu
core +1 more source
Effect of Serum Ferritin on the Prognosis of Patients with Sepsis: Data from the MIMIC-IV Database
Emergency Medicine International, 2022 Background. The present study aimed to investigate the prognostic value of serum ferritin in critically ill patients with sepsis by using the MIMIC-IV database. Methods. Data were extracted from the MIMIC-IV database. Adult patients who met the sepsis-3 criteria and had the test of ferritin were included.
Yi-Peng Fang +7 more
openaire +3 more sources
Effect of Serum Phosphate on the Prognosis of Septic Patients: A Retrospective Study Based on MIMIC-IV Database [PDF]
Frontiers in Medicine, 2022 ObjectiveTo assess the effect of serum inorganic phosphate (Pi) on the prognosis of patients with sepsis.MethodsA retrospective analysis of patients with sepsis selected from the Medical Information Mart for Intensive Care (MIMIC)-IV database was performed.
Zhaoyang Li, Tingwen Shen, Yi Han
openaire +3 more sources
Machine Learning-Based Pressure Ulcer Prediction in Modular Critical Care Data
Diagnostics, 2022 Increasingly available open medical and health datasets encourage data-driven research with a promise of improving patient care through knowledge discovery and algorithm development.
Petr Šín +5 more
doaj +1 more source