Challenges in translating machine learning integrated microfluidic paper-based biosensors from lab to field: A critical analysis of scalability and socio-economic barriers

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Authors: Tianren Liu, Javaria Ashiq, Mudassar Jamil, Sara Riaz, Yingming Ma, Mian Hasnain Nawaz, Li Niu
Cited by: 4
References: 210

Fields of Study & Subjects

Biosensors and Analytical Detection Electrowetting and Microfluidic Technologies 3D Printing in Biomedical Research

Publication details

Journal / source
TrAC Trends in Analytical Chemistry
Publisher
Elsevier BV
Volume
196
Pages
118637–118637
Publication date
17 January 2026
Language
EN