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Non-Invasive Ventilation Failure in Pediatric ICU: A Machine Learning Driven Prediction.
Diagnostics (Basel)
December 2024
Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, and Vascular Sciences and Public Health, University of Padova, Via Loredan 18, 35131 Padova, Italy.
: Non-invasive ventilation (NIV) has emerged as a possible first-step treatment to avoid invasive intubation in pediatric intensive care units (PICUs) due to its advantages in reducing intubation-associated risks. However, the timely identification of NIV failure is crucial to prevent adverse outcomes. This study aims to identify predictors of first-attempt NIV failure in PICU patients by testing various machine learning techniques and comparing their predictive abilities.
View Article and Find Full Text PDFCase report: Ectopic pregnancy at the level of broad ligament: A case report.
Int J Surg Case Rep
January 2025
Department of Gynecology-Obstetrics, Mohammed V Military Teaching Hospital, Rabat, Morocco.
Introduction: Ectopic pregnancies are a significant clinical concern, with 90 % occurring in the fallopian tubes. However, they can also manifest in other locations, including the cervix, ovary, and abdominal cavity. Abdominal pregnancies, which constitute less than 1 % of ectopic pregnancies, are associated with considerable morbidity and mortality.
View Article and Find Full Text PDF[Not Available].
Tunis Med
November 2024
Department of Anaesthesia and Intensive Care, Mongi Slim Hospital. University of Tunis El Manar, Faculty of Medicine, Tunis, Tunisia.
Unlabelled: Introduction-Aim: Clinical reasoning in situations of uncertainty is a skill to be acquired from initial training. The aim of this study was to evaluate the clinical reasoning ability in a context of uncertainty of health science students using the Script Concordance Test (SCT).
Methods: This was a cross-sectional and descriptive study which included students in the third year of the National License in Anesthesia-Resuscitation, with their consent, and a panel of experts made up of ten members.
Machine learning-based prediction of the risk of moderate-to-severe catheter-related bladder discomfort in general anaesthesia patients: a prospective cohort study.
BMC Anesthesiol
September 2024
Affiliated Hospital of Jiaxing University, The First Hospital of Jiaxing, Jiaxing, Zhejiang, China.
Background: Catheter-related bladder discomfort (CRBD) commonly occurs in patients who have indwelling urinary catheters while under general anesthesia. And moderate-to-severe CRBD can lead to significant adverse events and negatively impact patient health outcomes. However, current screening studies for patients experiencing moderate-to-severe CRBD after waking from general anesthesia are insufficient.
View Article and Find Full Text PDFInfective endocarditis secondary to a hemodialysis catheter revealed by subarachnoid hemorrhage: Case report.
Tunis Med
August 2024
Tunis El Manar University, Faculty of Medicine of Tunis, 1007, Tunis, Tunisia.
Article Synopsis
- Endocarditis related to medical care can be particularly dangerous for hemodialysis patients due to their weakened immune systems and various types of vascular access.
- A 38-year-old hemodialysis patient presented with fever and neurological symptoms, ultimately diagnosed with infective mitro-aortic endocarditis and associated complications like subarachnoid hemorrhage.
- Despite initial treatment showing promise, the patient's condition deteriorated, leading to fatal septic shock and multiple organ failure, highlighting the risks faced by this vulnerable population.
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