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What the Patient Voice Reveals About Treatment Nonadherence in Oncology: A Scoping Review of Sentiment Analysis and Online Narratives

2025-12-15

Abstract excerpt

<h4>Background: </h4> Treatment nonadherence in oncology is prevalent and often assessed by surveys that miss the qualitative reasons underpinning nonadherence or treatment discordance. We aimed to synthesize evidence from Natural Language Processing (NLP) studies, primarily sentiment analysis of patient generated content (social media, forums, blogs, review platforms, and survey free text), to identify communicat...

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Literature Corpus work
a5483ef2-25cb-596f-9af9-6a5a1284360c
DOI
10.20944/preprints202512.1182.v2
Open publication

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What the Patient Voice Reveals About Treatment Nonadherence in Oncology: A Scoping Review of Sentiment Analysis and Online NarrativesDOI 10.20944/preprints202512.1182.v2
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