Utilizing chemical domain knowledge and machine learning for nanoparticle and biochemical spectroscopic analysis

由 Tan, Emily Xi
出版 2025

Creating 3D nanoparticle structural space via data augmentation to bidirectionally predict nanoparticle mixture’s purity, size, and shape from extinction spectra

由 Tan, Emily Xi, Tang, Jingxiang, Leong, Yong Xiang, Phang, In Yee, Lee, Yih Hong, Pun, Chi Seng, Ling, Xing Yi
出版 2024

Harnessing cooperative multivalency in thioguanine for surface-enhanced raman scattering (SERS)-based differentiation of polyfunctional analytes differing by a single functional gr...

由 Nguyen, Lam Bang Thanh, Tan, Emily Xi, Leong, Shi Xuan, Koh, Charlynn Sher Lin, Madhumita, Murugan, Phang, In Yee, Ling, Xing Yi
出版 2024

Forward-predictive SERS-based chemical taxonomy for untargeted structural elucidation of epimeric cerebrosides

由 Tan, Emily Xi, Leong, Shi Xuan, Liew, Wei An, Phang, In Yee, Ng, Jie Ying, Tan, Nguan Soon, Lee, Yie Hou, Ling, Xing Yi
出版 2024

Incorporating plasmonic featurization with machine learning to achieve accurate and bidirectional prediction of nanoparticle size and size distribution

由 Tan, Emily Xi, Chen, Yichao, Lee, Yih Hong, Leong, Yong Xiang, Leong, Shi Xuan, Stanley, Chelsea Violita, Pun, Chi Seng, Ling, Xing Yi
出版 2022

Machine learning-based SERS chemical space for two-way prediction of structures and spectra of untrained molecules

由 Chen, Jaslyn Ru Ting, Tan, Emily Xi, Tang, Jingxiang, Leong, Shi Xuan, Hue, Sean Kai Xun, Pun, Chi Seng, Phang, In Yee, Ling, Xing Yi
出版 2025

Where nanosensors meet machine learning: prospects and challenges in detecting Disease X

由 Leong, Yong Xiang, Tan, Emily Xi, Leong, Shi Xuan, Koh, Charlynn Sher Lin, Nguyen, Lam Bang Thanh, Chen, Jaslyn Ru Ting, Xia, Kelin, Ling, Xing Yi
出版 2022

Air-stable plasmonic bubbles as a versatile three-dimensional surface-enhanced Raman scattering platform for bi-directional gas sensing

由 Leong, Yong Xiang, Koh, Charlynn Sher Lin, Phan-Quang, Gia Chuong, Tan, Emily Xi, Wong, Zhao Cai, Yew, Wee Liang, Lim, Natalie Bao Ying, Han, Xuemei, Ling, Xing Yi
出版 2023

Surface-enhanced Raman scattering-based surface chemotaxonomy: combining bacteria extracellular matrices and machine learning for rapid and universal species identification

由 Leong, Shi Xuan, Tan, Emily Xi, Han, Xuemei, Luhung, Irvan, Aung, Ngu War, Nguyen, Lam Bang Thanh, Tan, Si Yan, Li, Haitao, Phang, In Yee, Schuster, Stephan, Ling, Xing Yi
出版 2024

Achieving molecular recognition of structural analogues in surface-enhanced Raman spectroscopy: inducing charge and geometry complementarity to mimic molecular docking

由 Leong, Shi Xuan, Kao, Ya-Chuan, Han, Xuemei, Poh, Zhong Wei, Chen, Jaslyn Ru Ting, Tan, Emily Xi, Leong, Yong Xiang, Lee, Yih Hong, Teo, Wei Xuan, Yip, George W., Lam, Yulin, Ling, Xing Yi
出版 2023

Emerging nanosensor platforms and machine learning strategies toward rapid, point-of-need small-molecule metabolite detection and monitoring

由 Leong, Shi Xuan, Leong, Yong Xiang, Koh, Charlynn Sher Lin, Tan, Emily Xi, Nguyen, Lam Bang Thanh, Chen, Jaslyn Ru Ting, Chong, Carice, Pang, Desmond Wei Cheng, Sim, Howard Yi Fan, Liang, Xiaochen, Tan, Nguan Soon, Ling, Xing Yi
出版 2022

Noninvasive and point-of-care surface-enhanced Raman scattering (SERS)-based breathalyzer for mass screening of coronavirus disease 2019 (COVID-19) under 5 min

由 Leong, Shi Xuan, Leong, Yong Xiang, Tan, Emily Xi, Sim, Howard Yi Fan, Koh, Charlynn Sher Lin, Lee, Yih Hong, Chong, Carice, Ng, Li Shiuan, Chen, Jaslyn Ru Ting, Pang, Desmond Wei Cheng, Nguyen, Lam Bang Thanh, Boong, Siew Kheng, Han, Xuemei, Kao, Ya-Chuan, Chua, Yi Heng, Phan-Quang, Gia Chuong, Phang, In Yee, Lee, Hiang Kwee, Abdad, Mohammad Yazid, Tan, Nguan Soon, Ling, Xing Yi
出版 2022