使用 ChatGPT-4o 为多语种朝觐者提高 CT 检查效率：简短交流。

IF 1.3 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING

Journal of Medical Imaging and Radiation Sciences Pub Date : 2024-10-19 DOI:10.1016/j.jmir.2024.101781

Yasser H. Hadi , Fatimah K. Altalhi , Hussam M. Ali , Mohammed A. Shabli , Abdulrahman I. Abu Aqil , Andrew England

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引用次数: 0

摘要

导言/背景：一年一度的朝圣将数百万来自不同语言背景的穆斯林带到沙特阿拉伯麦加。这给医疗环境带来了巨大的沟通挑战，尤其是在计算机断层扫描（CT）等复杂的检查过程中。2024 年，一家三级医院整合了 ChatGPT-4o 实时翻译技术，以应对这些挑战。这篇简短的文章旨在初步评估 ChatGPT-4o 在改善多语言朝觐者的沟通、程序质量和检查效率方面的有效性：这项定量研究在放射科进行，分析了两个时期的数据：这项定量研究在放射科进行，分析了两个时期的数据：2023 年 6 月 20 日至 7 月 8 日和 2024 年 6 月 7 日至 6 月 23 日。研究获得了伦理许可，测量的主要变量包括检查时间（以分钟为单位）、病人吞吐量（每班病例数）和出现伪影的扫描次数。从患者和放射技师处收集了有关沟通和满意度的反馈信息。采用配对 t 检验比较两个时期的检查时间、工作量和伪影发生率的平均值，显著性水平为 P <0.05：配对 t 检验显示，引入 ChatGPT-4o 后，平均检查时间明显缩短（从 2023 年的 15.4 (2.1) 分钟缩短到 2024 年的 11.1 (1.7) 分钟，差异有统计学意义（P < 0.01）。与时间缩短相对应的是，患者平均吞吐量（标准偏差）从 2023 年的每班 49.5 (4.8) 例增加到 2024 年的每班 56.2 (5.3) 例（P < 0.01）。出现伪影的扫描次数也明显减少，从 2023 年 748 次扫描中的 30 次减少到 2024 年 885 次扫描中的 8 次（P < 0.01）：讨论：整合 ChatGPT-4o 后，医疗服务提供者与患者之间的沟通明显改善，从而更好地遵守了手术指导，减少了重复扫描。培训计划促进了放射技师对该技术的有效使用，进一步提高了工作流程的效率。尽管最初在整合和接受方面存在挑战，但患者和放射技师对沟通的改善和压力的减轻表示非常满意：这项研究表明，ChatGPT-4o 实时翻译改善了患者沟通、手术质量和检查效率。该技术缩短了检查时间，提高了病人吞吐量，得到了病人和放射技师的积极反馈，显示了它在多语言医疗环境中的有效性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Enhancing CT examination efficiency with ChatGPT-4o for multilingual Hajj pilgrims: A short communication

Introduction/background

The annual Hajj pilgrimage brings millions of Muslims from diverse linguistic backgrounds to Makkah, Saudi Arabia. This poses significant communication challenges in medical settings, particularly during complex procedures like computed tomography (CT) examinations. In 2024, a tertiary care hospital integrated ChatGPT-4o real-time translation technology to address these challenges. This short communication aims to provide an initial assessment of the effectiveness of ChatGPT-4o in improving communication, procedure quality, and examination efficiency for multilingual Hajj pilgrims.

Methods

This quantitative study, conducted in the radiology department, analysed data from two periods: June 20 to July 8, 2023, and June 7 to June 23, 2024. Ethical clearance was obtained, and key variables measured included examination time (in minutes), patient throughput (cases per shift), and the number of scans with artifacts. Feedback on communication and satisfaction was gathered from both patients and radiographers. Paired t-tests were used to compare mean values of examination times, throughput, and artifact occurrence between the two periods, with a significance level set at P < 0.05.

Results

A paired t-test revealed a statistically significant (p < 0.01) reduction in mean examination time (from 15.4 (2.1) minutes in 2023 to 11.1 (1.7) minutes in 2024) following the introduction of ChatGPT-4o. This reduction corresponded with an increase in mean (standard deviation) patient throughput from 49.5 (4.8) cases per shift in 2023 to 56.2 (5.3) cases per shift in 2024 (P < 0.01). The number of scans with artifacts also decreased significantly, from 30 out of 748 scans in 2023 to 8 out of 885 scans in 2024 (P < 0.01).

Discussion

The integration of ChatGPT-4o significantly improved communication between healthcare providers and patients, leading to better compliance with procedure instructions and fewer repeat scans. Training programs facilitated efficient use of the technology by radiographers, further improving workflow efficiency. Despite initial integration and acceptance challenges, patients and radiographers reported high satisfaction with the improved communication and reduced stress levels.

Conclusion

This study demonstrates that ChatGPT-4o real-time translation improved patient communication, procedure quality, and examination efficiency. The technology reduced examination times and increased patient throughput, with positive feedback from patients and radiographers, indicating its effectiveness in multilingual medical settings.

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来源期刊

Journal of Medical Imaging and Radiation Sciences RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-

CiteScore

2.30

自引率

11.10%

发文量

231

审稿时长

53 days

期刊介绍： Journal of Medical Imaging and Radiation Sciences is the official peer-reviewed journal of the Canadian Association of Medical Radiation Technologists. This journal is published four times a year and is circulated to approximately 11,000 medical radiation technologists, libraries and radiology departments throughout Canada, the United States and overseas. The Journal publishes articles on recent research, new technology and techniques, professional practices, technologists viewpoints as well as relevant book reviews.