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Directional Drift in Biologically Meaningful Vector Planes: A Proposed Geometric Framework for Early Detection of Subthreshold Disease

2025-06-06

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Background</h4> Most conventional diagnostic systems rely on fixed thresholds to differentiate disease states from normal. However, early pathological changes may begin before these thresholds are crossed. Therefore, a system that works in this pre-threshold state can potentially lead to earlier diagnosis. <h4>Objective</h4> To propose and evaluate a geometric framework that models early dise...

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Literature Corpus work
78fa84aa-c986-56c5-88cc-311ef598f0df
DOI
10.1101/2025.06.05.25329078
Open publication

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