Resolving single cells in heavily clustered Nissl-stained images for the analysis of brain cytoarchitecture. - Enrico Grisan; Jean-Marie Graïc; Livio Corain; Antonella Peruffo (ISBI, 2018)

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 (ISBI, 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 (MLMI@MICCAI (2), 2023)

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 (ISBI, 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)

Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors. - Valentina Vadori; Antonella Peruffo; Jean-Marie Graïc; Livio Finos; Enrico Grisan (ISBI, 2025)

Mind the Gap: Evaluating Patch Embeddings from General-Purpose and Histopathology Foundation Models for Cell Segmentation and Classification. - Valentina Vadori; Antonella Peruffo; Jean-Marie Graïc; Livio Finos; Enrico Grisan (CoRR, 2025)

HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification. - Valentina Vadori; Jean-Marie Graïc; Antonella Peruffo; Livio Finos; Ujwala Kiran Chaudhari; Enrico Grisan (CoRR, 2025)