View clinical trials related to Mortality Rate.
Filter by:Type of study: Observational study Goal of this : We conducted a retrospective evaluation of patients with HF who received postoperative ICU, with a focus on 30-day, 90-day and 1-year mortality outcomes. Participant population/health conditions:Patients over the age of 18 who are hospitalized in the intensive care unit of our hospital after hip fracture operation.
This study seeks to utilise retrospective patient data to train machine learning algorithms to predict the short term mortality and morbidity after an emergency laparotomy. Data will be collected via the Electronic Health records system at the Queen Mary Hospital Hong Kong. Machine learning models will be compared and the best-performing one will be explored for further optimization and deployment. Upon completion, we hope that this platform will aid clinicians to identify high risk patients and aid clinical decisions and peri-operative planning, with the aim to reduce mortality and morbidity in this high risk procedure.
Background: Clinical heart failure patients always suffering from (1) worsen symptoms such as decreased activity tolerance, end-to-end breathing and excessive body fluid volume; (2) high medical expenses results from hospitalization; (3) reduced quality of life . In 2018, following instruction from National Health Insurance Administration (NHIA), the National Taiwan University Hospital (NTUH) undertook National Health Insurance post-acute care program, PAC in charge of heart failure patients by multi-disciplinary integrated to reduce acute exacerbations(AE), control symptoms, improve quality of life and increase survival rate.