Rare bioparticle detection via deep metric learning

• المؤلفون الرئيسيون: Luo, Shaobo, Shi, Yuzhi, Chin, Lip Ket, Zhang, Yi, Wen, Bihan, Sun, Ying, Nguyen, Binh T. T., Chierchia, Giovanni, Talbot, Hugues, Bourouina, Tarik, Jiang, Xudong, Liu, Ai-Qun
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Electrical and electronic engineering; Optofluidics; Biomedical Engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/151478
• المؤسسة: Nanyang Technological University

Recent deep neural networks have shown superb performance in analyzing bioimages for disease diagnosis and bioparticle classification. Conventional deep neural networks use simple classifiers such as SoftMax to obtain highly accurate results. However, they have limitations in many practical applicat...