Differentiating Ischemic From Nonischemic T-Wave Inversion Using a Multimodal Vision-Language Model With Reinforcement Learning (ECG-R1): Development and Validation Study - Quiz - MDSpire
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Distinguishing Between Ischemic and Nonischemic T-Wave Inversion Through a Multimodal Vision-Language Model Enhanced by Reinforcement Learning (ECG-R1): A Study on Development and Validation

  • By

  • Yunzhang Cheng

  • Zhongkai Wang

  • Wen Zhang

  • Qin Zhang

  • Mingwei Zhang

  • Songbin Cai

  • Tianyi Zhang

  • June 19, 2026

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Original Source(s)

Differentiating Ischemic From Nonischemic T-Wave Inversion Using a Multimodal Vision-Language Model With Reinforcement Learning (ECG-R1): Development and Validation Study

  • by Yunzhang Cheng, Zhongkai Wang, Wen Zhang, Qin Zhang, Mingwei Zhang, Songbin Cai, Tianyi Zhang

  • June 19, 2026

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