CNN-Transformer Hybrid Model Towards Automated Droplet Image Quality Assessment of Portable Imaging Flow CytometerAfrin, Fariha; Ndubuisi Ezechukwu, Dismas; Le Moullec, Yannick; Pardy, Tamas; Rang, Toomas; Koel, AntsIEEE EUROCON 20252025 / 6 p

CogniFlow: integrated modular system for automated droplet microfluidic bioanalysisJõemaa, Rauno; Afrin, Fariha; Gyimah, Nafisat; Ashraf, Kanwal; Pärnamets, Kaiser; Giese, Lucas; Rocancourt, Mathieu; Pardy, TamasEUROSENSORS XXXVI : Abstract book2024 / PT6.188, p. 453-454 https://doi.org/10.5162/EUROSENSORSXXXVI/PT6.188

Deep-learning based blood cells classification and initial edge device implementationIslam, Md. Raisul; Le Moullec, Yannick; Afrin, Fariha; Ahmed, Faisal2022 18th Biennial Baltic Electronics Conference (BEC)2022 / 6 p. : ill https://doi.org/10.1109/BEC56180.2022.9935610

Embedded blur-free single-image acquisition pipeline for droplet microfluidic imaging flow cytometry (IFC)Afrin, Fariha; Pärnamets, Kaiser; Le Moullec, Yannick; Udal, Andres; Koel, Ants; Pardy, Tamas; Rang, ToomasIEEE Access2024 / p. 92431-92441 https://doi.org/10.1109/ACCESS.2024.3421637

Lightweight CNN-based Microfluidic Droplet Classification for Portable Imaging Flow CytometryAfrin, Fariha; Le Moullec, Yannick; Pardy, Tamas; Rang, ToomasProceedings of the Estonian Academy of Sciences2025 / p. 302-311 https://doi.org/10.3176/proc.2025.2S.05

Microfluidic droplet classification through tuned convolutional neural network on a resource constrained platformAfrin, Fariha; Le Moullec, Yannick; Pardy, Tamas2024 19th Biennial Baltic Electronics Conference (BEC)2024 / 4 p https://doi.org/10.1109/BEC61458.2024.10737958 Conference proceedings at Scopus Article at Scopus Article at WOS

Optical detection methods for high-throughput fluorescent droplet microflow cytometryPärnamets, Kaiser; Pardy, Tamas; Koel, Ants; Rang, Toomas; Scheler, Ott; Le Moullec, Yannick; Afrin, FarihaMicromachines2021 / art. 345, 20 p. : ill https://doi.org/10.3390/mi12030345 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS