2 papers
q-bio.NC2026
Automatic Generation of Expert-Level Neuron Segmentation Masks from Fluorescence Microscopy Images for Non-Invasive Deep Learning Analysis of Phase-Contrast Images
Gerard Villarroya-Piqué, Víctor M. González, Esther Serrano-Pertierra +3
Background & Objective Accurate segmentation of neurons in microscopy images of neuronal cultures is crucial for research on neurodegenerative diseases and neurotoxicity. Manual an…
cs.CV2026
NeuroAdaptTrainer: A Fiji/ImageJ Plugin for YOLO-Based Neuron Segmentation, InteractiveCorrection and Transfer Learning
Daniela Eraso-Casas, Gerard Villarroya-Pique, Esther Serrano-Pertierra +4
Neuron counting and segmentation in microscopy images of neuronal cultures is a routine and time-consuming task in neuroscience research, traditionally performed through manual ins…