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Artificial intelligence-based automated interpretation of images of electrocardiograms: development and multinational validation of ECG-GPT

基于人工智能的心电图图像自动解读:ECG-GPT的开发和多国验证

期刊: European Heart Journal – Digital Health 日期: 2026-02-18 PMID: 41853639 DOI: 10.1093/ehjdh/ztag031 浏览: 72
作者: Ankit Khunte, Vikramjeet Sangha, Emmanouil K Oikonomou, Lavi S Dhingra, Aminorroaya Aminorroaya, Alessio Coppi, Sravanthi V Shankar, Erin Rockers, Behnam J Mortazavi, Deepak L Bhatt, Harlan M Krumholz, Sinan Al-Kindi, Girish N Nadkarni, Akhil Vaid, Rohan Khera
Khunte, A., Sangha, V., Oikonomou, E.K., Dhingra, L.S., Aminorroaya, A., Coppi, A., Shankar, S.V., Rockers, E., Mortazavi, B.J., Bhatt, D.L., Krumholz, H.M., Al-Kindi, S., Nadkarni, G.N., Vaid, A., & Khera, R. (2026). Artificial intelligence-based automated interpretation of images of electrocardiograms: development and multinational validation of ECG-GPT. European Heart Journal – Digital Health. https://doi.org/10.1093/ehjdh/ztag031
Khunte A, Sangha V, Oikonomou EK, Dhingra LS, Aminorroaya A, Coppi A, et al. Artificial intelligence-based automated interpretation of images of electrocardiograms: development and multinational validation of ECG-GPT. European Heart Journal – Digital Health. 2026; doi: 10.1093/ehjdh/ztag031
Khunte A, Sangha V, Oikonomou EK, et al. Artificial intelligence-based automated interpretation of images of electrocardiograms: development and multinational validation of ECG-GPT[J]. European Heart Journal – Digital Health. 2026. DOI: 10.1093/ehjdh/ztag031.
@article{khunte2026,
  author = {Ankit Khunte and Vikramjeet Sangha and Emmanouil K Oikonomou and Lavi S Dhingra and Aminorroaya Aminorroaya and Alessio Coppi and Sravanthi V Shankar and Erin Rockers and Behnam J Mortazavi and Deepak L Bhatt and Harlan M Krumholz and Sinan Al-Kindi and Girish N Nadkarni and Akhil Vaid and Rohan Khera},
  title = {Artificial intelligence-based automated interpretation of images of electrocardiograms: development and multinational validation of ECG-GPT},
  journal = {European Heart Journal – Digital Health},
  year = {2026},
  doi = {10.1093/ehjdh/ztag031},
  note = {PMID: 41853639},
}
TY  - JOUR
AU  - Ankit Khunte
AU  - Vikramjeet Sangha
AU  - Emmanouil K Oikonomou
AU  - Lavi S Dhingra
AU  - Aminorroaya Aminorroaya
AU  - Alessio Coppi
AU  - Sravanthi V Shankar
AU  - Erin Rockers
AU  - Behnam J Mortazavi
AU  - Deepak L Bhatt
AU  - Harlan M Krumholz
AU  - Sinan Al-Kindi
AU  - Girish N Nadkarni
AU  - Akhil Vaid
AU  - Rohan Khera
TI  - Artificial intelligence-based automated interpretation of images of electrocardiograms: development and multinational validation of ECG-GPT
T2  - European Heart Journal – Digital Health
PY  - 2026
DO  - 10.1093/ehjdh/ztag031
AN  - PMID:41853639
ER  - 

摘要

心电图(ECG)是最常用的诊断工具之一,但其准确解读需要专业的医学知识。本研究开发了ECG-GPT,一种基于人工智能的心电图图像自动解读系统,并进行了多国验证。该系统利用深度学习技术,能够直接从心电图图像中提取诊断信息,识别多种心脏异常。研究使用了来自多个国家和医疗中心的心电图数据进行训练和验证,涵盖了多种心律失常、心肌缺血、传导阻滞等心血管疾病的表现。验证结果显示,ECG-GPT在多项心电图诊断任务中表现优异,其诊断准确率可与经验丰富的心脏病专家媲美,在部分指标上甚至超过了人类判读。该系统具有实时处理能力,可广泛应用于初级医疗保健和资源有限地区,有助于提高心血管疾病的诊断效率和可及性,具有重要的临床应用价值。

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