High-throughput microfluidic systems accelerated by artificial intelligence for biomedical applications

J Zhou, J Dong, H Hou, L Huang, J Li - Lab on a Chip, 2024 - pubs.rsc.org
High-throughput microfluidic systems are widely used in biomedical fields for tasks like
disease detection, drug testing, and material discovery. Despite the great advances in …

Machine learning implementation strategy in imaging and impedance flow cytometry

T Julian, T Tang, Y Hosokawa, Y Yalikun - Biomicrofluidics, 2023 - pubs.aip.org
Imaging and impedance flow cytometry is a label-free technique that has shown promise as
a potential replacement for standard flow cytometry. This is due to its ability to provide rich …

Multi-modal sensing with integrated machine learning to differentiate specific leukocytes targeted by electrically sensitive hybrid particles

BK Ashley, J Sui, M Javanmard, U Hassan - Biosensors and Bioelectronics, 2023 - Elsevier
The growing need for personalized, accurate, and non-invasive diagnostic technology has
resulted in significant advancements, from pushing current mechanistic limitations to …

A review on intelligent impedance cytometry systems: Development, applications and advances

T Tang, T Julian, D Ma, Y Yang, M Li, Y Hosokawa… - Analytica Chimica …, 2023 - Elsevier
Impedance cytometry is a well-established technique for counting and analyzing single
cells, with several advantages, such as convenience, high throughput, and no labeling …

Development of microfluidic impedance flow cytometry enabling the quantification of intrinsic single-cell bio-dielectric parameters based on constrictional …

H Tan, X Chen, X Huang, D Chen, X Qin… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
This study presents a microfluidic impedance flow cytometry enabling the quantification of
intrinsic single-cell bio-dielectric parameters (eg, cell radius of, relative membrane …

[PDF][PDF] Microfluidic device for high-throughput and high-sensitive flow cytometry toward cell and droplet analysis

X Liu - 2023 - naist.repo.nii.ac.jp
Flow cytometry is a powerful tool for cell detection and analysis; many physical fields can be
applied to microfluidic chips to get various morphological and biochemical information from …

[HTML][HTML] MACHINE LEARNING ENABLES QUANTIFYING CELL-JANUS PARTICLE CONJUGATES THROUGH MICROFLOWING IMPEDANCE SIGNALS

BK Ashley, J Sui, M Javanmard… - Micro total analysis …, 2022 - ncbi.nlm.nih.gov
In this work, we demonstrate the differentiation of demodulated multifrequency signals from
impedance sensitive microparticles when targeting surface receptors on neutrophils in a …

Method and System for Detecting One or More Probe Microparticles

U Hassan, B Ashley… - US Patent App. 18 …, 2025 - freepatentsonline.com
Embodiments include methods, systems, and computer program products for detecting
probe microparticle (s). One such embodiment applies an electric field to a biological entity …