Rationale, Aims And Objectives: To determine the relation of the readmission rate of general medical patients to either the existence of a discharge summary or the timeliness of its dispatch.
Methods: This was a retrospective study on discharge summaries of all discharges from the general medical service at a tertiary referral teaching hospital from January 2005 to December 2009. The main outcome measures were readmission rate to hospital within 7 or 28 days of discharge
Results: A total of 16 496 patient admissions were included in the analysis. Of these discharges, 3397 (20.6%) patients did not have a summary completed within a week of discharge. There were significant linear trends between patients' readmission rates within 7 (P < 0.001) or 28 days (P < 0.001) and categories reflecting the delay in dispatch of their discharge summaries. The absence of a discharge summary was associated with a 79% increase in the rate of readmission within 7 days [95% confidence interval (CI) 42 to 124% increase; P < 0.001] and a 37% increased rate of readmission within 28 days (95% CI 17 to 61% increase; P < 0.001). If aged less than 80 years, the absence of a discharge summary was associated with a 127% increase in readmission rate within 7 days (95% CI 72 to 202% increase; P < 0.001) and a 55% increase within 28 days (95% CI 25 to 91% increase; P < 0.001) after discharge.
Conclusions: Delayed transmission or absence of a discharge summary is associated with readmission of the patient; more so in patients less than 80 years old. If no summary is generated by 7 days after discharge, the rate of readmission within 7 or 28 days after discharge is indistinguishable from no summary being written at all.
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http://dx.doi.org/10.1111/j.1365-2753.2011.01772.x | DOI Listing |
Anaesth Crit Care Pain Med
January 2025
City Cardiological Center, Almaty, Kazakhstan.
Acute Heart Failure (AHF) is a leading cause of death and represents the most frequent cause of unplanned hospital admission in patients older than 65 years. Since the past decade, several randomized clinical trials have highlighted the importance and pivotal role of certain therapeutics, including decongestion by the combination of loop diuretics, the need for rapid goal-directed medical therapies implementation before discharge, risk stratification, and early follow-up after discharge therapies. Cardiogenic shock, defined as sustained hypotension with tissue hypoperfusion due to low cardiac output and congestion, is the most severe form of AHF and mainly occurs after acute myocardial infarction, which can progress to multiple organ failure.
View Article and Find Full Text PDFInt J Med Inform
January 2025
College of Science and Engineering, James Cook University, Townsville, 4811, QLD, Australia. Electronic address:
Background: Accurate classification of medical records is crucial for clinical documentation, particularly when using the 10th revision of the International Classification of Diseases (ICD-10) coding system. The use of machine learning algorithms and Systematized Nomenclature of Medicine (SNOMED) mapping has shown promise in performing these classifications. However, challenges remain, particularly in reducing false negatives, where certain diagnoses are not correctly identified by either approach.
View Article and Find Full Text PDFMethods Inf Med
January 2025
Artificial Intelligence Lab, Mimos Berhad, Kuala Lumpur, Malaysia.
Objective: This is the first Malaysian machine learning model to detect and disambiguate abbreviations in clinical notes. The model has been designed to be incorporated into MyHarmony, a Natural Language Processing system, that extracts clinical information for healthcare management. The model utilizes word embedding to ensure feasibility of use, not in real-time but for secondary analysis, within the constraints of low-resource settings.
View Article and Find Full Text PDFBr J Gen Pract
January 2025
University of Warwick, Warwick Medical School, Coventry, United Kingdom.
Background: Post-inpatient discharge is a risky time for older patients, especially those with polypharmacy and multi-morbidity. General practice care at this time, including the processes for managing hospital discharge summaries, lacks standardisation and is of variable quality. Understanding these processes will support the design of interventions and guidance to improve general practice management of the post-discharge period.
View Article and Find Full Text PDFJ Med Internet Res
January 2025
Department of Medical Strategy, Process and Quality Management, University Hospital Tübingen, Tübingen, Germany.
Background: For hospitalized patients, the discharge letter serves as a crucial source of medical information, outlining important discharge instructions and health management tasks. However, these letters are often written in professional jargon, making them difficult for patients with limited medical knowledge to understand. Large language models, such as GPT, have the potential to transform these discharge summaries into patient-friendly letters, improving accessibility and understanding.
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