Published April 6, 2026 | Version v1

Deep Learning–Assisted Identification and Quantification of Cell-associated Microplastics Using Darkfield Hyperspectral Imaging

Authors/Creators

Description

This repository contains the MATLAB code and associated data supporting the publication:

Cihang Yang, Xiaohui Lin, Jun-Li Xu, Raphaela O.G. Ferreira, Tom Van de Wiele, Ludovica Marinelli, Emine Merve Canga, Aoife A. Gowen, Deep Learning–Assisted Identification and Quantification of Cell-associated Microplastics Using Darkfield Hyperspectral Imaging, Talanta journal, 2026, 129864. https://doi.org/10.1016/j.talanta.2026.129864

The provided materials enable reproduction of the data processing, model training, and analysis workflows described in the study. They are intended to support transparency, reproducibility, and reuse of the deep learning methods developed for identifying and quantifying cell-associated microplastics.

Citation

If you use this dataset or code in your research or any other application, please cite the above publication.

Files

image_data.zip

Files (330.1 MB)

Name Size
md5:3bc6c23a513289fdfa84f84e7706c02c
327.2 MB Preview Download
md5:d5a3152f21d50d30a222cbda00692567
7.6 kB Preview Download
md5:6648ac06fe8b9a0fd6bdbca72c154051
1.4 kB Preview Download
md5:f1cac5cafd506dafe19b626cdba2ab3a
2.9 MB Preview Download