Directional droplet transport on functional surfaces with superwettabilities

P Lv, YL Zhang, DD Han, HB Sun - Advanced Materials …, 2021 - Wiley Online Library
Directional droplet transport on smart surfaces with superwettabilities arouse extensive
attentions from both the scientific community and industry due to the exciting applications in …

Electrowetting-based digital microfluidics: Toward a full-functional miniaturized platform for biochemical and biological applications

X Liu, D Ma, H Ye, Y Hou, X Bai, Y Xing… - TrAC Trends in …, 2023 - Elsevier
Digital microfluidics, with a distinctive manner of droplet actuation via electrowetting on
individually addressable electrodes, has made tremendous scientific and technical …

Bacterial classification and antibiotic susceptibility testing on an integrated microfluidic platform

AA Sklavounos, CR Nemr, SO Kelley, AR Wheeler - Lab on a Chip, 2021 - pubs.rsc.org
With the prevalence of bacterial infections and increasing levels of antibiotic resistance
comes the need for rapid and accurate methods for bacterial classification (BC) and …

An integrated droplet-digital microfluidic system for on-demand droplet creation, mixing, incubation, and sorting

F Ahmadi, K Samlali, PQN Vo, SCC Shih - Lab on a Chip, 2019 - pubs.rsc.org
Droplet microfluidics is a technique that has the ability to compartmentalize reactions in sub
nano-(or pico-) liter volumes that can potentially enable millions of distinct biological assays …

Integrating machine learning and digital microfluidics for screening experimental conditions

F Ahmadi, M Simchi, JM Perry, S Frenette, H Benali… - Lab on a Chip, 2023 - pubs.rsc.org
Digital microfluidics (DMF) has the signatures of an ideal liquid handling platform–as shown
through almost two decades of automated biological and chemical assays. However, in the …

Puddle: A dynamic, error-correcting, full-stack microfluidics platform

M Willsey, AP Stephenson, C Takahashi… - Proceedings of the …, 2019 - dl.acm.org
Microfluidic devices promise to automate wetlab procedures by manipulating small chemical
or biological samples. This technology comes in many varieties, all of which aim to save …

Micro-electrode-dot-array digital microfluidic biochips: Technology, design automation, and test techniques

Z Zhong, Z Li, K Chakrabarty, TY Ho… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Digital microfluidic biochips (DMFBs) are being increasingly used for DNA sequencing, point-
of-care clinical diagnostics, and immunoassays. DMFBs based on a micro-electrode-dot …

Enhancing Microdroplet Image Analysis with Deep Learning

SH Gelado, C Quilodrán-Casas, L Chagot - Micromachines, 2023 - mdpi.com
Microfluidics is a highly interdisciplinary field where the integration of deep-learning models
has the potential to streamline processes and increase precision and reliability. This study …

Image‐based real‐time feedback control of magnetic digital microfluidics by artificial intelligence‐empowered rapid object detector for automated in vitro diagnostics

Y Tang, F Duan, A Zhou… - Bioengineering & …, 2023 - Wiley Online Library
In vitro diagnostics (IVD) plays a critical role in healthcare and public health management.
Magnetic digital microfluidics (MDM) perform IVD assays by manipulating droplets on an …

Microfluidic devices controlled by machine learning with failure experiments

K Fukada, M Seyama - Analytical Chemistry, 2022 - ACS Publications
A critical microchannel technique is to isolate specific objects, such as cells, in a biological
solution. Generally, this particle sorting is achieved by designing a microfluidic device and …