Semantic Text Vectorization in Healthcare: Transformer-Based Foundations and Benefit Potentials.

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Title: Semantic Text Vectorization in Healthcare: Transformer-Based Foundations and Benefit Potentials.
Authors: Hackl WO; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.; Division for Digital Health and Telemedicine, UMIT TIROL, Hall in Tirol, Austria., Neururer SB; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.; Division for Digital Health and Telemedicine, UMIT TIROL, Hall in Tirol, Austria., Gscheidlinger P; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria., Hickmann C; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria., Mühlböck H; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria., Taha H; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.; Division for Digital Health and Telemedicine, UMIT TIROL, Hall in Tirol, Austria., Pfeifer B; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.; Division for Digital Health and Telemedicine, UMIT TIROL, Hall in Tirol, Austria.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 07; Vol. 335, pp. 169-174.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Hackl+WO%22">Hackl WO</searchLink>; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.; Division for Digital Health and Telemedicine, UMIT TIROL, Hall in Tirol, Austria.<br /><searchLink fieldCode="AU" term="%22Neururer+SB%22">Neururer SB</searchLink>; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.; Division for Digital Health and Telemedicine, UMIT TIROL, Hall in Tirol, Austria.<br /><searchLink fieldCode="AU" term="%22Gscheidlinger+P%22">Gscheidlinger P</searchLink>; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Hickmann+C%22">Hickmann C</searchLink>; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Mühlböck+H%22">Mühlböck H</searchLink>; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Taha+H%22">Taha H</searchLink>; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.; Division for Digital Health and Telemedicine, UMIT TIROL, Hall in Tirol, Austria.<br /><searchLink fieldCode="AU" term="%22Pfeifer+B%22">Pfeifer B</searchLink>; Health Data Competence Center, Tirol Kliniken GmbH, Innsbruck, Austria.; Division for Digital Health and Telemedicine, UMIT TIROL, Hall in Tirol, Austria.
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              Text: 2026 May 07
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