Short Trajectory Segmentation with 1D UNET Framework: Application to Secretory Vesicle Dynamics. - Mariia Dmitrieva; Joël Lefebvre; Kristofer delas Peñas; Helen L. Zenner; Jennifer Richens; Daniel St Johnston; Jens Rittscher (ISBI, 2020)

Single-Molecule Localization Microscopy Reconstruction Using Noise2Noise for Super-Resolution Imaging of Actin Filaments. - Joël Lefebvre; Avelino Javer; Mariia Dmitrieva; Jens Rittscher; Bohdan Lewków; Edward Allgeyer; George Sirinakis; Daniel St Johnston (ISBI, 2020)

Extracting Axial Depth and Trajectory Trend Using Astigmatism, Gaussian Fitting, and CNNs for Protein Tracking. - Kristofer delas Peñas; Mariia Dmitrieva; Joël Lefebvre; Helen L. Zenner; Edward Allgeyer; Martin Booth; Daniel St Johnston; Jens Rittscher (ISBI, 2020)

TRAIT2D: a Software for Quantitative Analysis of Single Particle Diffusion Data. - Francesco Reina; John M. A. Wigg; Mariia Dmitrieva; Joël Lefebvre; Jens Rittscher; Christian Eggeling (F1000Research, 2021)

Exploring CNN-Based Self-Supervised Illumination Inhomogeneity Compensation for Serial Optical Coherence Tomography. - Joël Lefebvre (ISBI, 2023)

Leveraging Self-attention Mechanism in Vision Transformers for Unsupervised Segmentation of Optical Coherence Microscopy White Matter Images. - Mohamad Hawchar; Joël Lefebvre (MLMI@MICCAI (1), 2023)