利用大语言模型进行心电图心脏推理，ECG-LLM有望成为医疗AI新基石。
arXiv:2607.16323v1 Announce Type: cross Abstract: Electrocardiography (ECG) is an inexpensive, standard-of-care test for cardiac symptoms, but front-l…
利用心电图生成心脏磁共振影像做预训练，巧妙融合跨模态生成与疾病分类，KDD 2026 值得一读
arXiv:2601.20904v3 Announce Type: replace-cross Abstract: Cardiac Magnetic Resonance (CMR) imaging provides a comprehensive assessment of cardiac stru…
利用AI根据心电信号和患者解剖信息生成4D心脏动态影像，为精准诊断提供新工具。
arXiv:2602.22919v2 Announce Type: replace Abstract: Cardiac cine magnetic resonance imaging (MRI) is central to functional cardiac assessment, yet a f…
无需编码器的多模态心电图语言模型家族，刷新ECG分析效率与精度。
arXiv:2601.18798v2 Announce Type: replace-cross Abstract: ECG-Language Models (ELMs) extend recent advances in Multimodal Large Language Models (MLLMs…
ECG-R1：协议引导、模态无关的多模态大语言模型，让心电图解读更可靠，医学AI新突破
arXiv:2602.04279v2 Announce Type: replace Abstract: Electrocardiography (ECG) serves as an indispensable diagnostic tool in clinical practice, yet exi…
可解释AI赋能心电图分析，ExECG框架让模型不再黑箱，医疗AI可信任度再升级。
arXiv:2605.19258v1 Announce Type: new Abstract: Deep learning has enabled ECG diagnostic models with strong performance in tasks such as arrhythmia cl…
双向联邦知识蒸馏框架，破解非独立同分布与长尾心电图监测的隐私与效率难题
arXiv:2605.14886v1 Announce Type: new Abstract: Electrocardiogram (ECG) monitoring in Internet of Medical Things (IoMT) networks is constrained by str…
将10秒心电基础模型扩展至更长时间窗口，研究时序模型泛化能力。
arXiv:2605.16975v1 Announce Type: new Abstract: Electrocardiogram (ECG) foundation models pretrained on typical diagnostic 10-second ECG segments, hav…