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A survey of transformers and large language models for ECG diagnosis: advances, challenges, and future directions.

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Title: A survey of transformers and large language models for ECG diagnosis: advances, challenges, and future directions.
Authors: Ansari, Mohammed Yusuf1,2, ma1@tamu.edu, Yaqoob, Mohammed1, Ishaq, Mohammed1, Flushing, Eduardo Feo2, Mangalote, Iffa Afsa changaai3, Dakua, Sarada Prasad3, Aboumarzouk, Omar3, Righetti, Raffaella1, Qaraqe, Marwa4
Source: Artificial Intelligence Review; Sep2025, Vol. 58 Issue 9, p1-42, 42p
Database: Applied Science & Technology Source
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  Data: A survey of transformers and large language models for ECG diagnosis: advances, challenges, and future directions.
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  Data: <searchLink fieldCode="AU" term="%22Ansari%2C+Mohammed+Yusuf%22">Ansari, Mohammed Yusuf</searchLink><relatesTo>1,2</relatesTo>, <i>ma1@tamu.edu</i><br /><searchLink fieldCode="AU" term="%22Yaqoob%2C+Mohammed%22">Yaqoob, Mohammed</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Ishaq%2C+Mohammed%22">Ishaq, Mohammed</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Flushing%2C+Eduardo+Feo%22">Flushing, Eduardo Feo</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Mangalote%2C+Iffa+Afsa+changaai%22">Mangalote, Iffa Afsa changaai</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Dakua%2C+Sarada+Prasad%22">Dakua, Sarada Prasad</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Aboumarzouk%2C+Omar%22">Aboumarzouk, Omar</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Righetti%2C+Raffaella%22">Righetti, Raffaella</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Qaraqe%2C+Marwa%22">Qaraqe, Marwa</searchLink><relatesTo>4</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Artificial+Intelligence+Review%22">Artificial Intelligence Review</searchLink>; Sep2025, Vol. 58 Issue 9, p1-42, 42p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=185686899
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        Value: 10.1007/s10462-025-11259-x
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              Text: Sep2025
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