Antonella Peruffo

According to our database, Antonella Peruffo authored at least 5 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studies.

Valentina Vadori, Jean-Marie Graïc, Antonella Peruffo, Giulia Vadori, Livio Finos, Enrico Grisan

CoRR, 2024

Revealing Cortical Layers in Histological Brain Images with Self-Supervised Graph Convolutional Networks Applied to Cell-Graphs.

Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Giulia Vadori, Livio Finos, Enrico Grisan

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images.

Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Livio Finos, Livio Corain, Enrico Grisan

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Mr-Nom: Multi-Scale Resolution of Neuronal Cells in Nissl-Stained Histological Slices Via Deliberate over-Segmentation and Merging.

Valentina Vadori, Jean-Marie Graïc, Livio Finos, Livio Corain, Antonella Peruffo, Enrico Grisan

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2018

Resolving single cells in heavily clustered Nissl-stained images for the analysis of brain cytoarchitecture.

Enrico Grisan, Jean-Marie Graïc, Livio Corain, Antonella Peruffo

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018