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Article

SPECTER-Based Semantic Triage of Biomedical Literature for Systematic Reviews in Mutational Signature Analysis

2026-07-09

Abstract excerpt

Systematic reviews in computational biology require screening large heterogeneous bibliographic sets, especially when topics span computational methods, cancer genomics and statistical modelling. This paper presents a reproducible semantic triage pipeline that combines SPECTER scientific-document embeddings, research-question similarity, proposal-summary similarity and domain keyword coverage to rank candidate stu...

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Identifiers and source

Literature Corpus work
8020eedc-a9e8-55de-9de9-1e8752627f0a
DOI
10.64898/2026.07.06.736558
Open publication

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SPECTER-Based Semantic Triage of Biomedical Literature for Systematic Reviews in Mutational Signature AnalysisDOI 10.64898/2026.07.06.736558
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