Author

E. Serrano-Pertierra

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Open access Sep 2026

Enhancing extracellular vesicles purity from plasma: A comparative study of isolation strategies.

Extracellular vesicles (EVs) are nanosized, membrane-bound particles found in various body fluids including plasma, saliva, urine which are released by cells under physiological and pathological conditions. They serve as promising biomarkers due to their cargo of nucleic acids, proteins and lipids reflecting the state...

E. Serrano-Pertierra, Elena Sánchez Álvarez, M. Blanco-López et al. · Journal of Biotechnology · 0 citations

Preprint Sep 2026

Automatic Generation of Expert-Level Neuron Segmentation Masks from Fluorescence Microscopy Images for Non-Invasive Deep Learning Analysis of Phase-Contrast Images

Background&Objective Accurate segmentation of neurons in microscopy images of neuronal cultures is crucial for research on neurodegenerative diseases and neurotoxicity. Manual annotation of such images is time-consuming, subjective, and inconsistent across experts. Deep learning (DL) models offer an effective alternati...

Gerard Villarroya-Piqué, Víctor M. González, E. Serrano-Pertierra et al. · 0 citations

Preprint Aug 2026

NeuroAdaptTrainer: A Fiji/ImageJ Plugin for YOLO-Based Neuron Segmentation, InteractiveCorrection and Transfer Learning

Neuron counting and segmentation in microscopy images of neuronal cultures is a routine and time-consuming task in neuroscience research, traditionally performed through manual inspection or semi-automatic tools and NeuroAdaptTrainer lowers the barrier for non-specialist users to benefit from deep-learning-based segmen...

Daniela Eraso-Casas, Gerard Villarroya-Piqué, E. Serrano-Pertierra et al. · 0 citations