Hyou‐Arm Joung

University of California, Los Angeles — United States

Engineering · Physical Sciences

23h-index2.1kcitations79works4.72yr avg
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Research Topics

Biosensors and Analytical Detection(41), Advanced Biosensing Techniques and Applications(28), Advanced biosensing and bioanalysis techniques(16), Mosquito-borne diseases and control(11), Vector-borne infectious diseases(11)

Publications79 total

Autonomous Uncertainty Quantification for Computational Point-of-care Sensors
arXiv (Cornell University)·2025Open Access
Autonomous Uncertainty Quantification for Computational Point-of-care Sensors
ArXiv.org·2025Open Access
Radical-mediated electrical enzyme assay for estradiol: Toward point-of-care diagnostics
Device·2025Open Access
Machine learning-enabled classification and monitoring of COVID-19 immunity levels using a paper-based multiplexed sensor (Conference Presentation)
2025
High-sensitivity paper-based vertical flow assay for rapid troponin detection powered by deep learning (Conference Presentation)
2025
Multiplexed quantification of biomarkers using deep learning-based fluorescent vertical flow assay (Conference Presentation)
2025
Deep Learning‐Enhanced Chemiluminescence Vertical Flow Assay for High‐Sensitivity Cardiac Troponin I Testing
Small·2025· 9 citedOpen Access
Deep learning-assisted chemiluminescence point-of-care assay for high-sensitivity troponin testing
2025
Computational imaging-based vertical flow assay for high-sensitivity point-of-care troponin testing
2025
Paper-based chemiluminescence vertical flow assay for high-sensitivity troponin detection powered by deep learning
2025
Radical-mediated Electrical Enzyme Assay For At-home Clinical Test
arXiv (Cornell University)·2024Open Access
TRANSFORMING LYME DISEASE DIAGNOSIS: USING A SINGLE-TIER MULTIPLEXED VERTICAL FLOW ASSAY EMPOWERED BY MACHINE LEARNING
2024Open Access
Deep Learning-Enhanced Paper-Based Vertical Flow Assay for High-Sensitivity Troponin Detection Using Nanoparticle Amplification
ACS Nano·2024· 31 citedOpen Access
Deep Learning-Based Kinetic Analysis in Paper-Based Analytical Cartridges Integrated with Field-Effect Transistors
ACS Nano·2024· 17 cited
Rapid single-tier serodiagnosis of Lyme disease
Nature Communications·2024· 23 citedOpen Access
A Paper-Based Multiplexed Serological Test to Monitor Immunity against SARS-COV-2 Using Machine Learning
ACS Nano·2024· 14 citedOpen Access
Multiplexed quantification of biomarkers using deep learning-based fluorescent vertical flow assay
2024
Peptide-based point-of-care serodiagnosis of Lyme disease enabled by deep-learning
2024
Deep Learning-based Kinetic Analysis in Paper-based Analytical Cartridges Integrated with Field-effect Transistors
arXiv (Cornell University)·2024Open Access
Deep learning-enhanced paper-based vertical flow assay for high-sensitivity troponin detection using nanoparticle amplification
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Min‐Gon Kim(25), Aydogan Özcan(22), Omai B. Garner(17), Dino Di Carlo(17), Zachary S. Ballard(12), Rajesh Ghosh(12), Gyeo‐Re Han(12), Artem Goncharov(8), Artem Goncharov(7), Elizabeth J. Horn(5), Bong Hyun Chung(5), Merve Eryılmaz(5), Kevin Ngo(5), Sanghyo Kim(4), Hyung Soo Han(4), Derek Tseng(4), Paul M. Arnaboldi(4), Raymond J. Dattwyler(4), Young Kyoung Oh(4), Junhyoung Ahn(4)