[HTML][HTML] Deciphering clinical abbreviations with a privacy protecting machine learning system

A Rajkomar, E Loreaux, Y Liu, J Kemp, B Li… - Nature …, 2022 - nature.com
Physicians write clinical notes with abbreviations and shorthand that are difficult to decipher.
Abbreviations can be clinical jargon (writing “HIT” for “heparin induced thrombocytopenia”) …

Abbreviation use decreases effective clinical communication and can compromise patient safety

D Parry, A Odedra, M Fagbohun, RS Oeppen… - British Journal of Oral …, 2023 - Elsevier
Clear communication is paramount for achieving the safest and best patient outcomes,
maximising time efficiency, and lowering clinician workload. There are multiple factors that …

Disambiguation of acronyms in clinical narratives with large language models

A Kugic, S Schulz, M Kreuzthaler - Journal of the American …, 2024 - academic.oup.com
Objective To assess the performance of large language models (LLMs) for zero-shot
disambiguation of acronyms in clinical narratives. Materials and Methods Clinical narratives …

A retrospective analysis of discharge summaries from a tertiary care hospital medical oncology unit: To assess compliance with documentation of recommended …

J Ge, A Davis, A Jain - Cancer Reports, 2022 - Wiley Online Library
Background Discharge summaries are essential for health transition between inpatient
hospital teams and outpatient general practices. The patient's outcome is dependent on the …

[HTML][HTML] Completeness of medication information in admission notes from emergency departments

B Zahl-Holmstad, BH Garcia, K Svendsen… - BMC Health Services …, 2023 - Springer
Background Medication lists prepared in the emergency department (ED) form the basis for
diagnosing and treating patients during hospitalization. Since incomplete medication …

[HTML][HTML] Patient-centered discharge summaries to support safety and individual health literacy: a double-blind randomized controlled trial in Austria

CM Schwarz, M Hoffmann, C Smolle… - BMC Health Services …, 2024 - Springer
Background To ensure a safe patient discharge from hospital it is necessary to transfer all
relevant information in a discharge summary (DS). The aim of this study was to evaluate a …

[HTML][HTML] Design and preliminary evaluation of a newly designed patient-friendly discharge letter–a randomized, controlled participant-blind trial

C Smolle, CM Schwarz, M Hoffmann… - BMC Health Services …, 2021 - Springer
Background Low health literacy has been associated with poor health outcome and
impaired use of healthcare services. The hospital discharge letter represents a key source of …

[HTML][HTML] Improving the Quality and Completeness of Discharge Summaries at a Tertiary Care Hospital in Pakistan: A Quality Improvement Project

F Fazal, ML Adil, T Ijaz, SA Khan, AI Butt, A Abid… - Cureus, 2024 - ncbi.nlm.nih.gov
Methods A QIP was conducted in the medical unit of a tertiary care hospital in Rawalpindi,
Pakistan. The DS were assessed using the e-discharge summary self-assessment checklist …

Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data

A Kugic, A Abdulnazar, A Knezovic, S Schulz… - … Conference on Artificial …, 2024 - Springer
Electronic health records often lack consistent and organized documentation regarding
lifestyle-related risk factors. This study addresses this by presenting methodologies aimed at …

General practitioners' perspectives on discharge summaries from a health network of three hospitals in South Australia

NL Scarfo, S Dehghanian, M Duong… - Australian Health …, 2023 - CSIRO Publishing
Objectives To explore general practitioners' perspectives on the discharge summaries they
receive about their patients who have been discharged from hospital. Methods A survey of …