A review on recent advances of AI-integrated microfluidics for analytical and bioanalytical applications

E Asadian, F Bahramian, S Siavashy… - TrAC Trends in …, 2024 - Elsevier
In today's biomedical research, the pursuit of diagnostic tools boasting maximum precision
and accuracy while minimizing sample volume and pre-treatment requirements, has …

[HTML][HTML] Machine Learning-Driven Innovations in Microfluidics

J Park, YW Kim, HJ Jeon - Biosensors, 2024 - mdpi.com
Microfluidic devices have revolutionized biosensing by enabling precise manipulation of
minute fluid volumes across diverse applications. This review investigates the incorporation …

Portable Mini-Electrochemical Cell: Integrating Microsampling and Micro-Electroanalysis for Multipurpose On-Site Nitrite Sensing

S Madani, A Hatamie - Langmuir, 2024 - ACS Publications
In modern analytical chemistry, one of the primary goals is to develop miniaturized, easy-to-
use sensing tools, particularly those with multitasking capabilities. In this work, we designed …

Advancing microfluidic design with machine learning: a Bayesian optimization approach

I Kundacina, O Kundacina, D Miskovic, V Radonic - Lab on a Chip, 2025 - pubs.rsc.org
Microfluidic technology, which involves the manipulation of fluids in microchannels, faces
challenges in channel design and performance optimization due to its complex, multi …

[HTML][HTML] An Integrated Microfluidic Microwave Array Sensor with Machine Learning for Enrichment and Detection of Mixed Biological Solution

S Yang, Y Wang, Y Jiang, T Qiang - Biosensors, 2025 - mdpi.com
In this work, an integrated microfluidic microwave array sensor is proposed for the
enrichment and detection of mixed biological solution. In individuals with urinary tract …

miRNA interplay: Mechanisms and therapeutic interventions in cancer

Z Wang, H Wang, S Zhou, J Mao, Z Zhan… - MedComm …, 2024 - Wiley Online Library
MicroRNAs (miRNAs) are key molecules that regulate gene expression. miRNAs regulate
protein synthesis by binding to mRNA, influencing processes such as cell proliferation …

[CITATION][C] Sample preparation for lab-on-a-chip/microfluidic sample preparation

MA Ferroni, AP Godoy, EA Takara, SV Piguillem… - 2025 - Elsevier