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20242026
most citedDeep learning-enhanced chemiluminescence vertical flow assay for high-sensitivity cardiac troponin I testing

18 citations · 18 across the 3 of their papers we have counts for

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Showing physics.med-phShow all

5 papers · 1 filter

physics.med-ph2026

Whole Blood-Based Point-of-Care Assay for Single-Tier Lyme Disease Testing

Mihye Lee, Rajesh Ghosh, Artem Goncharov +10

Rapid point-of-care diagnostics that operate directly on whole blood can accelerate clinical decision-making by bypassing complex sample preprocessing and centralized laboratory in…

physics.med-ph2025

Autonomous Uncertainty Quantification for Computational Point-of-care Sensors

Artem Goncharov, Rajesh Ghosh, Hyou-Arm Joung +2

Computational point-of-care (POC) sensors enable rapid, low-cost, and accessible diagnostics in emergency, remote and resource-limited areas that lack access to centralized medical…

physics.med-ph202418 cited

Deep learning-enhanced chemiluminescence vertical flow assay for high-sensitivity cardiac troponin I testing

Gyeo-Re Han, Artem Goncharov, Merve Eryilmaz +11

Democratizing biomarker testing at the point-of-care requires innovations that match laboratory-grade sensitivity and precision in an accessible format. Here, we demonstrate high-s…

physics.med-ph2024

A paper-based multiplexed serological test to monitor immunity against SARS-CoV-2 using machine learning

Merve Eryilmaz, Artem Goncharov, Gyeo-Re Han +6

The rapid spread of SARS-CoV-2 caused the COVID-19 pandemic and accelerated vaccine development to prevent the spread of the virus and control the disease. Given the sustained high…

physics.med-ph2024

Deep learning-enhanced paper-based vertical flow assay for high-sensitivity troponin detection using nanoparticle amplification

Gyeo-Re Han, Artem Goncharov, Merve Eryilmaz +11

Successful integration of point-of-care testing (POCT) into clinical settings requires improved assay sensitivity and precision to match laboratory standards. Here, we show how inn…