杨健宇｜苏州科技大学｜学者主页

期刊论文

2025

机器学习辅助光学阵列式传感器在疾病诊断中的应用

杨健宇，唐瑞安，卢沙沙，郭春显，李长明

《智能感知工程》

2025

Two-dimensional nanomaterials-based optical biosensors empowered by machine learning for intelligent diagnosis

Rui-An Tang, Jianyu Yang, Chang-Fa Shao, Ning Shen, Bo Chen, Yu Gu, Chang-Ming Li, Dong Xu, Chunxian Guo

Trends in Analytical Chemistry (TrAC)

DOI

2024

机器学习助力生物传感器在智能诊断中的应用

郭春显，杨健宇，卢沙沙

《苏州科技大学学报(自然科学版)》

2024

Advances in Machine Learning Processing of Big Data from Disease Diagnosis Sensors.

Shasha Lu, Jianyu Yang, Yu Gu, Dongyuan He, Hao Wu, Wei Sun, Dong Xu, Chang-Ming Li, Chun-Xian Guo

ACS Sensors

DOI

2024

Dual-site peroxidase-mimic graphdiyne-based colorimetric sensor arrays with machine learning for screening of multiple antibiotics

Xingchen Qiu, Jianyu Yang, Rui Bai, Mengdi Zhao, Chang-Fa Shao, Qing-Qing Zhao, Yu Gu, Chunxian Guo, Chang-Ming Li

Sensors and actuators. B, Chemical

DOI

2024

Machine Learning-Assistant Colorimetric Sensor Arrays for Intelligent and Rapid Diagnosis of Urinary Tract Infection.

Jianyu Yang, Ge Li, Shi-Hong Chen, Xiao-Zhi Su, Dong Xu, Yue-Ming Zhai, Yu-Hang Liu, Guang-Xuan Hu, Chun-Xian Guo, Hong-Bin Yang, L. Occhipinti, Fang-Xin Hu

ACS Sensors

DOI

2024

Metabolism-triggered sensor array aided by machine learning for rapid identification of pathogens.

Xin Wang, Hui-Da Li, Chengxin Wu, Jianyu Yang, Jianhua Wang, Ting Yang

Biosensors & bioelectronics

DOI

2023

Machine learning-assisted optical nano-sensor arrays in microorganism analysis

Jianyu Yang, Shasha Lu, Bo Chen, Fang-Xin Hu, Chang-Ming Li, Chun-Xian Guo

Trends in Analytical Chemistry (TrAC)

DOI

2023

Boosting Photo-Electro-Fenton Process Via Atomically Dispersed Iron Sites on Graphdiyne for InVitro Hydrogen Peroxide Detection.

Ge Li, Yan Zheng, Guangxuan Hu, Bo Chen, Yu Gu, Jianyu Yang, Han Yang, Fang-Xin Hu, Chang Li, Chun-Xian Guo

Small

DOI

2023

FRET cascade miRNA addition probe from non-crosstalk DNA photonic wire assisted with clustering algorithm for early diagnosis of acute myocardial infarction.

Shasha Lu, Jianyu Yang, Huanhuan Xing, Yuan-Ho Chang, Jian Sun, Chun-Xia Guo, Xiu-Rong Yang

Biosensors & bioelectronics

DOI

2023

Screen printed electrodes on interfacial Pt-CuO/carbon nanofiber functional ink for real-time qualification of cell released hydrogen peroxide.

Ning Zhang, Mengqi Tong, Zhuanzhuan Shi, Jianyu Yang, Bo Chen, Chang-Ming Li, Chun-Xian Guo

Analytica Chimica Acta

DOI

2023

Chemical Nose Strategy with Metabolic Labeling and "Antibiotic-Responsive Spectrum" Enables Accurate and Rapid Pathogen Identification.

Xin Wang, Hui-Da Li, Jianyu Yang, Chengxin Wu, Ming-Li Chen, Jian-Hua Wang, Ting Yang

Analytical Chemistry

DOI

2021

金纳米结构光学性质调控及其在元素形态分析和微生物鉴定中的应用

杨健宇

《东北大学》

2017

金纳米簇的制备及其对汞离子检测的应用

杨健宇

《东北大学》

会议论文

2018

基于(+)AuNPs-AuAgNCs复合体系的硫化氢双模式检测

杨健宇，王晓燕，陈明丽，杨婷，王建华

《中国化学会第十三届全国分析化学年会论文集（一）》

DOI

2018

M13噬菌体-纳米金复合物在金黄色葡萄球菌检测中的应用

王晓燕，杨健宇，陈明丽，杨婷，王建华

《中国化学会第十三届全国分析化学年会论文集（一）》

DOI

2018

基于AuNPs-AuAgNCs的三维传感器用于硫的形态分析

杨健宇，王晓燕，陈明丽，杨婷，王建华

《第五届全国原子光谱及相关技术学术会议》

杨健宇

精选作品

期刊论文

机器学习辅助光学阵列式传感器在疾病诊断中的应用

Two-dimensional nanomaterials-based optical biosensors empowered by machine learning for intelligent diagnosis

机器学习助力生物传感器在智能诊断中的应用

Advances in Machine Learning Processing of Big Data from Disease Diagnosis Sensors.

Dual-site peroxidase-mimic graphdiyne-based colorimetric sensor arrays with machine learning for screening of multiple antibiotics

Machine Learning-Assistant Colorimetric Sensor Arrays for Intelligent and Rapid Diagnosis of Urinary Tract Infection.

Metabolism-triggered sensor array aided by machine learning for rapid identification of pathogens.

Machine learning-assisted optical nano-sensor arrays in microorganism analysis

Boosting Photo-Electro-Fenton Process Via Atomically Dispersed Iron Sites on Graphdiyne for InVitro Hydrogen Peroxide Detection.

FRET cascade miRNA addition probe from non-crosstalk DNA photonic wire assisted with clustering algorithm for early diagnosis of acute myocardial infarction.

Screen printed electrodes on interfacial Pt-CuO/carbon nanofiber functional ink for real-time qualification of cell released hydrogen peroxide.

Chemical Nose Strategy with Metabolic Labeling and "Antibiotic-Responsive Spectrum" Enables Accurate and Rapid Pathogen Identification.

金纳米结构光学性质调控及其在元素形态分析和微生物鉴定中的应用

金纳米簇的制备及其对汞离子检测的应用

会议论文

基于(+)AuNPs-AuAgNCs复合体系的硫化氢双模式检测

M13噬菌体-纳米金复合物在金黄色葡萄球菌检测中的应用

基于AuNPs-AuAgNCs的三维传感器用于硫的形态分析

研究方向