Related Experiment Video
Updated: Jun 27, 2025
07:31
Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
7.1K
Integration and Assessment of ChatGPT in Medical Case Reporting: A Multifaceted Approach
Kuan-Chen Lin1, Tsung-An Chen1, Ming-Hwai Lin1,2
1Department of Family Medicine, Taipei Veterans General Hospital, No. 201, Sec. 2, Shih-Pai Road, Taipei 11217, Taiwan.
Summary
This study analyzed 66 medical case reports using ChatGPT, finding its main uses in information retrieval and content generation. Limitations included inaccuracies and lack of clinical context, highlighting the need for physician expertise.
Area of Science:
- Medical Writing
- Artificial Intelligence in Medicine
- Bibliometrics
Background:
- Large language models like ChatGPT are increasingly used in medical writing.
- Case reports are a key format for documenting patient illness trajectories.
- Understanding ChatGPT's role in medical case report generation is crucial.
Purpose of the Study:
- To explore the integration and impact of ChatGPT in medical writing, specifically for case reports.
- To analyze the application categories, limitations, and publication trends of ChatGPT in case reports.
- To differentiate the capabilities of generative AI from physician expertise.
Main Methods:
- Bibliometric analysis of 66 case reports utilizing ChatGPT, indexed in PubMed.
- Categorization of ChatGPT applications and limitations in case report writing.
- Trend analysis of application categories over time.
Main Results:
- 66 case reports using ChatGPT were identified, primarily using the online version and English input.
- Information retrieval and content generation were the most prevalent application categories.
- Limitations cited included inaccuracies and a lack of clinical context.
Conclusions:
- ChatGPT is utilized in medical case reports mainly for information retrieval and content generation.
- Concerns regarding accuracy and clinical context underscore the indispensable role of physician expertise.
- Generative AI tools complement, but do not replace, the critical thinking and professional judgment of clinicians.
Related Concept Videos
01:17Assessment of the Gastrointestinal System I: Subjective Data
184
Assessing the gastrointestinal (GI) system is a complex process that begins with collecting subjective data. This data, collected through patient interviews, provides crucial insights into the patient's health history, perception patterns, and lifestyle habits, all contributing significantly to GI health.
Health History
The initial step in assessing the GI system is obtaining a comprehensive health history. This includes inquiring about the patient's history or presence of problems...
Health History
The initial step in assessing the GI system is obtaining a comprehensive health history. This includes inquiring about the patient's history or presence of problems...
184
01:15Methods of Documentation VI: Case Management Model
570
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
570
01:21Methods of Documentation III: PIE
1.4K
Problem-intervention-evaluation (PIE) is a systematic approach to documentation used in healthcare settings for clinical decision-making and patient care planning. It is a structured approach to organizing patient data based on problems, interventions, and evaluations. Here's a breakdown of its key features and considerations:
1.4K
01:26Methods of Documentation II: POMR
944
The Problem-Oriented Medical Record (POMR) revolutionized medical record-keeping by introducing a systematic approach focusing on the patient's problems rather than merely listing symptoms. Dr. Lawrence Weed's introduction of this method in the 1960s marked a significant advancement in medical documentation. The POMR framework consists of four key components: the database, problem list, plan of care, and progress notes.
944
01:24Data Reporting and Recording
4.7K
Reporting and recording are crucial in data documentation. The timely, thorough, and accurate documentation of facts is essential when recording patient data. Failure to record findings during an assessment or interpretation of a problem will result in loss of information and make the patient document unreliable. The reader is left with general impressions if the information is not specific. A recording is documenting data of the individual's health information in a traceable, secure, and...
4.7K
01:29Assessment of the Gastrointestinal System II: Health Perception Pattern
107
Assessing the gastrointestinal (GI) system is a complex process that begins with collecting subjective data. This data, collected through patient interviews, provides crucial insights into the patient's health history, perception patterns, and lifestyle habits, all contributing significantly to GI health.
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
107