Injecting an analytic Monte-Carlo-inspired hemoglobin prior at training time raises macro-AUC from 0.760 to 0.783 and Lymphangiectasia AUC from 0.238 to 0.337 on Kvasir-Capsule with partial cross-vendor retention.
Optical properties of biological tissues: a review
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
OptoCENTAL is a new standardized platform of optical phantoms for bench-testing and validating photonics systems for clinical monitoring of the human placenta.
citing papers explorer
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Training-Time Optical Priors for Wireless Capsule Endoscopy Classification: Hemoglobin-Aware Input Fusion with Cross-Vendor Evaluation
Injecting an analytic Monte-Carlo-inspired hemoglobin prior at training time raises macro-AUC from 0.760 to 0.783 and Lymphangiectasia AUC from 0.238 to 0.337 on Kvasir-Capsule with partial cross-vendor retention.
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OptoCENTAL: a standardised, bench-testing platform based on phantoms for validating optical systems aimed at clinical monitoring of the placenta
OptoCENTAL is a new standardized platform of optical phantoms for bench-testing and validating photonics systems for clinical monitoring of the human placenta.