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README.md

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-license: apache-2.0
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+<div align="center" style="font-size: 1.5em;">
+  <strong>Q-HEART: ECG Question Answering via Knowledge-Informed Multimodal LLMs (ECAI 2025)</strong>
+  <br> </br> 
+</div>
+
+<div align="center"> 
+<a href="https://github.com/manhph2211/Q-HEART/"><img src="https://img.shields.io/badge/Website-QHEART WebPage-blue?style=for-the-badge"></a>
+<a href="https://arxiv.org/pdf/2505.06296"><img src="https://img.shields.io/badge/arxiv-Paper-red?style=for-the-badge"></a>
+<a href="https://huggingface.co/Manhph2211/Q-HEART"><img src="https://img.shields.io/badge/Checkpoint-%F0%9F%A4%97%20Hugging%20Face-White?style=for-the-badge"></a>
+</div>
+
+<div align="center">
+  <a href="https://github.com/manhph2211/" target="_blank">Hung&nbsp;Manh&nbsp;Pham</a> &emsp;
+  <a href="" target="_blank">Jialu&nbsp;Tang</a> &emsp;
+  <a href="https://aqibsaeed.github.io/" target="_blank">Aaqib&nbsp;Saeed</a> &emsp;
+  <a href="https://www.dongma.info/" target="_blank">Dong&nbsp;Ma</a> &emsp;
+</div>
+<br>
+
+<div align="center">
+  Please refer to our <a href="https://github.com/manhph2211/Q-HEART">GitHub repo</a> for more details!
+</div>
+
+