Jiaheng (James) Cui

Jiaheng (James) Cui

Electrical and Computer Engineering PhD student at University of Georgia

Posts by Collection

notes

portfolio

publications

Detection of SARS-CoV-2 in patient specimens by surface enhanced Raman spectroscopy and deep learning

Published in Proc. SPIE 12999, Optical Sensing and Detection VIII, 2024

Recommended citation: Yanjun Yang, Hao Li, Dan Luo, Jiaheng Cui, Amit Kumar, Leslie Jones, Jackelyn Crabtree, Hemant Naikare, Yung-Yi C. Mosley, Teddy Spikes, Sebastian Hülck, Xianyan Chen, Ralph A. Tripp, Bin Ai, Yiping Zhao*, "Detection of SARS-CoV-2 in patient specimens by surface enhanced Raman spectroscopy and deep learning," Optical Sensing and Detection VIII. Vol. 12999. SPIE, 2024. https://doi.org/10.1117/12.3021632

Ultra-Sensitive Detection of PFASs using Surface Enhanced Raman Scattering and Machine Learning: A Promising Approach for Environmental Analysis

Published in Sensors & Diagnostics 2024, 2024

Recommended citation: Joshua Curtis Rothstein, Jiaheng Cui*, Yanjun Yang, Xianyan Chen and Yiping Zhao*, "Ultra-Sensitive Detection of PFASs using Surface Enhanced Raman Scattering and Machine Learning: A Promising Approach for Environmental Analysis", Sensors & Diagnostics 2024 3(8): 1272-1284. https://doi.org/10.1039/D4SD00052H

Multiplex Detection and Quantification of Virus Co-Infections Using Label-free Surface-Enhanced Raman Spectroscopy and Deep Learning Algorithms

Published in ACS Sensors, 2025

Recommended citation: Yanjun Yang, Jiaheng Cui, Amit Kumar, Dan Luo, Jackelyn Murray, Les Jones, Xianyan Chen, Sebastian Hülck, Ralph A. Tripp, and Yiping Zhao*, "Multiplex Detection and Quantification of Virus Co-Infections Using Label-free Surface-Enhanced Raman Spectroscopy and Deep Learning Algorithms", ACS Sensors, 2025 10 (2), 1298-1311 https://doi.org/10.1021/acssensors.4c03209

Label-free detection of respiratory virus co-infections: integrating surface-enhanced Raman scattering with deep learning

Published in Photonic Diagnosis, Monitoring, Prevention, and Treatment of Infections and Inflammatory Diseases 2025, 2025

Recommended citation: Yanjun Yang, Jiaheng Cui, Amit Kumar, Dan Luo, Jackelyn Murray, Les Jones, Xianyan Chen, Sebastian Hülck, Ralph A. Tripp, and Yiping Zhao* "Label-free detection of respiratory virus co-infections: integrating surface-enhanced Raman scattering with deep learning", Proc. SPIE 13298, Photonic Diagnosis, Monitoring, Prevention, and Treatment of Infections and Inflammatory Diseases 2025, 1329802 (19 March 2025) https://doi.org/10.1117/12.3046246

SpectraGuru: a community-guided path toward scalable Raman and SERS analysis

Published in Biomedical Vibrational Spectroscopy 2026: Advances in Research and Industry, 2026

Recommended citation: Fengbo Ma, Jiaheng Cui, Amit Kumar, Yanjun Yang, Jessica McCabe Hutcheson, Xianyan Chen, Haijian Sun, and Yiping Zhao, “SpectraGuru: a community-guided path toward scalable Raman and SERS analysis”, Proc. SPIE 13846, Biomedical Vibrational Spectroscopy 2026: Advances in Research and Industry, 1384608 (5 March 2026). https://doi.org/10.1117/12.3086068

AI-assisted extraction and quantification of viral RNA SERS spectra from DNA–RNA hybridization measurement

Published in Frontiers in Biological Detection: From Nanosensors to Systems XVIII, 2026

Recommended citation: YYanjun Yang, Yufang Liu, Haoran Lu, Jiaheng Cui, Les Jones, Jackelyn Murray, Ralph A. Tripp, Xianyan Chen, Wenxuan Zhong, Ping Ma, and Yiping Zhao, “AI-assisted extraction and quantification of viral RNA SERS spectra from DNA–RNA hybridization measurement”, Proc. SPIE 13870, Frontiers in Biological Detection: From Nanosensors to Systems XVIII, 1387005 (5 March 2026). https://doi.org/10.1117/12.3086055

talks

Decoding Viral Mixtures: SERS and Deep Learning Unraveling Complex Pathogens

Published:

Yanjun Yang, Jiaheng Cui, Dan Luo, Jackelyn Murray, Les Jones, Xianyan Chen, Ralph A. Tripp, Yiping Zhao, “Decoding Viral Mixtures: SERS and Deep Learning Unraveling Complex Pathogens,” College of Public Health Research Day 2024, University of Georgia, February 9, 2024, Athens, Georgia, USA

Ultra-Sensitive Detection of PFASs using Surface Enhanced Raman Scattering and Machine Learning: A Promising Approach for Environmental Analysis

Published:

Joshua C. Rothstein, Jiaheng Cui, Yanjun Yang, Xianyan Chen, and Yiping Zhao, “Ultra-Sensitive Detection of PFASs using Surface Enhanced Raman Scattering and Machine Learning: A Promising Approach for Environmental Analysis,” College of Public Health Research Day 2024, University of Georgia, February 9, 2024, Athens, Georgia, USA

Automated Baseline Optimization in Surface Enhanced Raman Spectroscopy: Artificial Intelligence–Driven Parameter Tuning for Improved Chemical Detection

Published:

Jiaheng Cui, Longtang Wang, Xianyan Chen, Pengju Yin, and Yiping Zhao, “Automated Baseline Optimization in Surface Enhanced Raman Spectroscopy: Artificial Intelligence–Driven Parameter Tuning for Improved Chemical Detection,” FORENS 04, Federation of Analytical Chemistry and Spectroscopy Societies (FACSS) SciX 2025, October 5 – 10, Covington, Kentucky, USA

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.