Cell culture in microfluidic droplets

S Sart, G Ronteix, S Jain, G Amselem… - Chemical …, 2022 - ACS Publications
Cell manipulation in droplets has emerged as one of the great successes of microfluidic
technologies, with the development of single-cell screening. However, the droplet format has …

Role of machine learning assisted biosensors in point-of-care-testing for clinical decisions

M Bhaiyya, D Panigrahi, P Rewatkar, H Haick - ACS sensors, 2024 - ACS Publications
Point-of-Care-Testing (PoCT) has emerged as an essential component of modern
healthcare, providing rapid, low-cost, and simple diagnostic options. The integration of …

Recent progress in high-throughput droplet screening and sorting for bioanalysis

G Sun, L Qu, F Azi, Y Liu, J Li, X Lv, G Du… - Biosensors and …, 2023 - Elsevier
Owing to its ability to isolate single cells and perform high-throughput sorting, droplet sorting
has been widely applied in several research fields. Compared with flow cytometry, droplet …

Recent advances of utilizing artificial intelligence in lab on a chip for diagnosis and treatment

S Zare Harofte, M Soltani, S Siavashy, K Raahemifar - Small, 2022 - Wiley Online Library
Nowadays, artificial intelligence (AI) creates numerous promising opportunities in the life
sciences. AI methods can be significantly advantageous for analyzing the massive datasets …

spinDrop: a droplet microfluidic platform to maximise single-cell sequencing information content

J De Jonghe, TS Kaminski, DB Morse… - Nature …, 2023 - nature.com
Droplet microfluidic methods have massively increased the throughput of single-cell
sequencing campaigns. The benefit of scale-up is, however, accompanied by increased …

Deep learning detector for high precision monitoring of cell encapsulation statistics in microfluidic droplets

K Gardner, MM Uddin, L Tran, T Pham, S Vanapalli… - Lab on a Chip, 2022 - pubs.rsc.org
Encapsulation of cells inside microfluidic droplets is central to several applications involving
cellular analysis. Although, theoretically the encapsulation statistics are expected to follow a …

Droplet flow cytometry for single-cell analysis

M Li, H Liu, S Zhuang, K Goda - RSC advances, 2021 - pubs.rsc.org
The interrogation of single cells has revolutionised biology and medicine by providing
crucial unparalleled insights into cell-to-cell heterogeneity. Flow cytometry (including …

Droplet based microfluidics integrated with machine learning

S Srikanth, SK Dubey, A Javed, S Goel - Sensors and Actuators A: Physical, 2021 - Elsevier
Droplet based microfluidics (DBMF) has gained huge recognition in the recent years for
performing micro-reactions in droplets with high throughput, sensitivity, specificity and …

Applications of Artificial Intelligence Models for Computational Flow Dynamics and Droplet Microfluidics

JGC Ramírez, M Hassan… - Journal of Sustainable …, 2022 - publications.dlpress.org
Microfluidics allows for the manipulation and analysis of minuscule amounts of liquid within
a system that contains multiple channels, ports, and samples. Advanced microfluidic …

Image-based live cell sorting

CA LaBelle, A Massaro, B Cortés-Llanos, CE Sims… - Trends in …, 2021 - cell.com
Technologies capable of cell separation based on cell images provide powerful tools
enabling cell selection criteria that rely on spatially or temporally varying properties. Image …