Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Discharge Summary Forms01:31

Discharge Summary Forms

741
The discharge summary is crucial as it enables a smooth transition from a healthcare facility to a patient's home or another care setting. This critical document facilitates seamless continuity of care, ensuring patients receive the necessary support and attention.
Here's a detailed look at the key components and guidelines for preparing a discharge summary:
741
Techniques of Therapeutic Communication II: Focusing, Paraphrasing, and Summarizing01:23

Techniques of Therapeutic Communication II: Focusing, Paraphrasing, and Summarizing

7.7K
Focusing involves centering a conversation on a message's critical elements or concepts. Focusing is valuable if the talk is vague or patients begin to repeat themselves. Sometimes, when patients are asked about their symptoms, they may go off-topic and try to tell their entire life story. Respectfully, the nurse should bring the conversation back into focus.
This therapeutic technique can also be used when a patient brings up pertinent information during a health-related conversation. The...
7.7K
Flow Sheet01:17

Flow Sheet

1.4K
Flowsheets are valuable tools in nursing documentation. They enable healthcare professionals to efficiently record and monitor various patient assessments and measurements in a consolidated format.
Here's a closer look at the examples of flowsheets commonly used by nurses:
Graphic Sheet Documentation:
1.4K
Planning Nursing Care I01:21

Planning Nursing Care I

4.2K
The planning phase of the nursing process helps nurses set priorities, outline patient-centered goals and expected outcomes, and tailor nursing interventions to align with the aligned care plan. Through the planning phase, the nurse applies critical thinking skills to align and develop interventions according to the patient's needs. It provides continuity of care allowing patients to receive the maximum benefit from treatment. It serves as a pilot plan for allocating individual staff to a...
4.2K
Methods of Documentation IV: Focus Charting01:26

Methods of Documentation IV: Focus Charting

984
Focus Charting, also known as the focus charting system or "focus documentation," is a systematic documentation approach used in healthcare to organize patient information in medical records.
It typically involves three columns for recording information:
984
SBAR II: Application of SBAR01:14

SBAR II: Application of SBAR

4.3K
SBAR is an effective communication tool used by healthcare professionals to communicate patient information accurately. SBAR stands for Situation, Background, Assessment, and Recommendation. For a better understanding, an example is given below.
SBAR Report from a Nurse to a Health Care Provider
S: "Hello, Dr. Smith. This is Jane, RN, from the Med Surg unit. I am calling to tell you about Ms. White in Room 210, who is experiencing increased pain and redness at her incision site. Her recent...
4.3K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Draft genome sequence of multidrug-resistant <i>Escherichia coli</i> strain UA5 isolated from retail chicken breast in Kosovo.

Microbiology resource announcements·2026
Same author

Large Language Models Provide Accurate but Potentially Unsafe Answers to Multimodal Critical Care Medicine Board Review Questions.

Critical care medicine·2026
Same author

Authors' response: Discontinuation of continuous kidney replacement therapy in patients with acute kidney injury: A pilot study.

Journal of critical care·2026
Same author

Evaluating Sycophancy in Frontier Models Using Persona-Driven Challenge.

medRxiv : the preprint server for health sciences·2026
Same author

PhysioJEPA: Joint Embedding Representations of Physiological Signals for Real Time Risk Estimation in the Intensive Care Unit.

Proceedings of machine learning research·2026
Same author

<i>Ad-verse Effects:</i> Pharmaceutical Advertising Shifts Drug Recommendations by Consumer-Facing AI.

medRxiv : the preprint server for health sciences·2026

Related Experiment Video

Updated: May 23, 2025

Setting Up a Stroke Team Algorithm and Conducting Simulation-based Training in the Emergency Department - A Practical Guide
09:52

Setting Up a Stroke Team Algorithm and Conducting Simulation-based Training in the Emergency Department - A Practical Guide

Published on: January 15, 2017

17.1K

Summarize-then-Prompt: A Novel Prompt Engineering Strategy for Generating High-Quality Discharge Summaries.

Eyal Klang1,2, Jaskirat Gill3, Aniket Sharma3

  • 1The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, United States.

Applied Clinical Informatics
|May 21, 2025
PubMed
Summary

A new "summarize-then-prompt" method significantly improves large language model (LLM) discharge summaries. This approach enhances summary completeness and accuracy, aiding clinical documentation.

More Related Videos

Setup and Execution of the Rapid Cycle Deliberate Practice Death Notification Curriculum
04:36

Setup and Execution of the Rapid Cycle Deliberate Practice Death Notification Curriculum

Published on: August 5, 2020

4.2K
A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
07:50

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts

Published on: September 20, 2018

15.7K

Related Experiment Videos

Last Updated: May 23, 2025

Setting Up a Stroke Team Algorithm and Conducting Simulation-based Training in the Emergency Department - A Practical Guide
09:52

Setting Up a Stroke Team Algorithm and Conducting Simulation-based Training in the Emergency Department - A Practical Guide

Published on: January 15, 2017

17.1K
Setup and Execution of the Rapid Cycle Deliberate Practice Death Notification Curriculum
04:36

Setup and Execution of the Rapid Cycle Deliberate Practice Death Notification Curriculum

Published on: August 5, 2020

4.2K
A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
07:50

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts

Published on: September 20, 2018

15.7K

Area of Science:

  • Medical Informatics
  • Artificial Intelligence in Healthcare
  • Clinical Documentation Improvement

Background:

  • Accurate discharge summaries are crucial for patient care transitions but are time-consuming to generate.
  • Large language models (LLMs) show potential for automating discharge summary creation, but initial methods have limitations.
  • A novel structured prompting strategy, summarize-then-prompt, was developed to improve LLM-generated summaries.

Purpose of the Study:

  • To evaluate the effectiveness of the summarize-then-prompt strategy for generating discharge summaries.
  • To compare this novel strategy against direct concatenation of clinical notes for LLM summarization.
  • To assess improvements in completeness, accuracy, and conciseness of discharge summaries.

Main Methods:

  • A retrospective study compared two LLM prompting strategies: direct concatenation (M1) and summarize-then-prompt (M2).
  • Fifty hospital stays were randomly sampled from a large hospital system.
  • Three attending physicians independently rated the generated summaries on completeness, correctness, and conciseness using a 5-point Likert scale.

Main Results:

  • The summarize-then-prompt strategy demonstrated statistically significant improvements in summary completeness (p < 0.001) and correctness (p = 0.002) compared to direct concatenation.
  • No significant difference was observed between the two strategies regarding the conciseness of the generated summaries (p = 0.308).

Conclusions:

  • Pre-summarizing individual clinical notes before LLM processing enhances the completeness and accuracy of discharge summaries.
  • The summarize-then-prompt approach offers a viable method for improving automated discharge summary generation.
  • This strategy holds promise for reducing clinician workload and integrating LLMs into clinical workflows.