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Deep learning for automatic ICD coding: Review, opportunities and challenges.

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Title: Deep learning for automatic ICD coding: Review, opportunities and challenges.
Authors: Li X; School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, 116026, China., Zhang Y; School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, 116026, China. Electronic address: zhangyijia@dlmu.edu.cn., Hou X; School of Artificial Intelligence, Dalian Maritime University, Dalian, Liaoning, 116026, China., Wang S; School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, 116026, China., Lin H; School of Computer Science and Technology, Dalian University of Technology, Dalian, Liaoning, 116024, China.
Source: Artificial intelligence in medicine [Artif Intell Med] 2025 Oct; Vol. 168, pp. 103187. Date of Electronic Publication: 2025 Jul 10.
Publication Type: Journal Article; Systematic Review; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Science Publishing Country of Publication: Netherlands NLM ID: 8915031 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2860 (Electronic) Linking ISSN: 09333657 NLM ISO Abbreviation: Artif Intell Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Li+X%22">Li X</searchLink>; School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, 116026, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, 116026, China. Electronic address: zhangyijia@dlmu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Hou+X%22">Hou X</searchLink>; School of Artificial Intelligence, Dalian Maritime University, Dalian, Liaoning, 116026, China.<br /><searchLink fieldCode="AU" term="%22Wang+S%22">Wang S</searchLink>; School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, 116026, China.<br /><searchLink fieldCode="AU" term="%22Lin+H%22">Lin H</searchLink>; School of Computer Science and Technology, Dalian University of Technology, Dalian, Liaoning, 116024, China.
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  Data: <searchLink fieldCode="JN" term="%228915031%22">Artificial intelligence in medicine</searchLink> [Artif Intell Med] 2025 Oct; Vol. 168, pp. 103187. <i>Date of Electronic Publication: </i>2025 Jul 10.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Science+Publishing%22">Elsevier Science Publishing </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>8915031 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1873-2860 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209333657%22">09333657 </searchLink><i>NLM ISO Abbreviation: </i>Artif Intell Med <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.artmed.2025.103187
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      – Code: eng
        Text: English
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      – TitleFull: Deep learning for automatic ICD coding: Review, opportunities and challenges.
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              Text: 2025 Oct
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