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

• Main Authors: 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
• 其他作者: School of Physical and Mathematical Sciences
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Science::Chemistry::Biochemistry; Nanosensors; Nanomaterials
• 在線閱讀: https://hdl.handle.net/10356/161645
• 機構: Nanyang Technological University

Disease X is a hypothetical unknown disease that has the potential to cause an epidemic or pandemic outbreak in the future. Nanosensors are attractive portable devices that can swiftly screen disease biomarkers on site, reducing the reliance on laboratory-based analyses. However, conventional data a...