Author

Dawa Chyophel Lepcha

Taipei Medical UniversityORCID 0000-0002-1424-0449Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Aaliya AliiD· 1 shared Shabbir Syed-AbduliD· 1 shared Sophie MartiniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Aaliya AliORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintAug 20, 2026

Biomarker Fidelity Score - A Quantitative Framework for Individual-Level Validation of Explainability Methods in 3D Alzheimer's Disease MRI Classification

Dawa Chyophel Lepcha, Aaliya Ali, Sophie Martin, Shabbir Syed-Abdul

The paper introduces a quantitative framework to validate explainability methods in Alzheimer's disease MRI classification at the individual level using biomarker-aligned spatial overlap scores.

DOI 10.64898/2026.08.15.744687

humanimaging

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