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 2025 - 21st International Conference on Smart Technologies2025 / 6 p https://doi.org//10.1109/EUROCON64445.2025.11073334

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

Microfluidic Droplet Detection, Classification and Quality Assessment for Embedded Flow Cytometry Systems = Tilkade tuvastamine mikrofluidikas, nende klassifitseerimine ja kvaliteedi hindamine sardsetes voolutsütomeetria süsteemidesAfrin, Fariha2025 https://www.ester.ee/record=b5758191*est https://digikogu.taltech.ee/et/Item/fa72df11-6487-4314-bd3d-5a7b1f5a263e https://doi.org/10.23658/taltech.57/2025

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