activity
20212026
most citedQuantitative particle agglutination assay for point-of-care testing using mobile holographic imaging and deep learning

35 citations · 53 across the 6 of their papers we have counts for

collaborators

8 papers

q-bio.BM2026

Interfacial Potential Transduction for Diagnostics

Hyun-June Jang, Peuli Nath, Yuqin Wang +18

A major barrier to decentralized, near-patient diagnostics is the lack of a signal transduction modality that is both analytically precise and accessible at the point of care. Opti…

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…

q-bio.QM2024

Radical-mediated Electrical Enzyme Assay For At-home Clinical Test

Hyun-June Jang, Hyou-Arm Joung, Xiaoao Shi +9

To meet the growing demand for accurate, rapid, and cost-effective at-home clinical testing, we developed a radical-mediated enzyme assay (REEA) integrated with a paper fluidic sys…

q-bio.QM2024

Deep Learning-based Kinetic Analysis in Paper-based Analytical Cartridges Integrated with Field-effect Transistors

Hyun-June Jang, Hyou-Arm Joung, Artem Goncharov +6

This study explores the fusion of a field-effect transistor (FET), a paper-based analytical cartridge, and the computational power of deep learning (DL) for quantitative biosensing…

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…