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Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research

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Bibliographic Details
Published in:European Heart Journal : Digital Health
Format: Online Article RSS Article
Published: 2026
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container_title European Heart Journal : Digital Health
description
discipline_display Internal Medicine
discipline_facet Internal Medicine
format Online Article
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genre Journal Article
id rss_article:67809
institution FRELIP
journal_source_facet European Heart Journal : Digital Health
last_indexed 2026-06-20T21:28:40.759Z
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
Internal Medicine
General
Internal Medicine
sub_discipline_display General
sub_discipline_facet General
subject_display Internal Medicine
General
Internal Medicine
subject_facet Internal Medicine
General
Internal Medicine
title Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
title_alt Cribado automatizado de texto completo y revisiones aceleradas utilizando modelos de lenguaje grandes con agentes conscientes del contexto: un análisis exploratorio en investigación de biomarcadores
Criblage automatisé de textes intégraux et revues accélérées à l'aide de grands modèles de langage avec des agents contextuels : une analyse exploratoire dans la recherche de biomarqueurs
Triagem automatizada de texto completo e revisões aceleradas usando modelos de linguagem grandes com agentes sensíveis ao contexto: uma análise exploratória em pesquisa de biomarcadores
title_auth Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
title_es_txt Cribado automatizado de texto completo y revisiones aceleradas utilizando modelos de lenguaje grandes con agentes conscientes del contexto: un análisis exploratorio en investigación de biomarcadores
title_fr_txt Criblage automatisé de textes intégraux et revues accélérées à l'aide de grands modèles de langage avec des agents contextuels : une analyse exploratoire dans la recherche de biomarqueurs
title_full Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
title_fullStr Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
title_full_unstemmed Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
title_pt_txt Triagem automatizada de texto completo e revisões aceleradas usando modelos de linguagem grandes com agentes sensíveis ao contexto: uma análise exploratória em pesquisa de biomarcadores
title_short Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
title_sort automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
topic Internal Medicine
General
Internal Medicine
url https://academic.oup.com/ehjdh/article/doi/10.1093/ehjdh/ztag070/8670091?rss=1