Antonella Peruffo

13 papers Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors.
ISBI
Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Livio Finos, Enrico Grisan
2025 J jnl
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.
Comput. Biol. Medicine
Valentina Vadori, Jean-Marie Graïc, Antonella Peruffo, Giulia Vadori, Livio Finos, Enrico Grisan
2025 J jnl
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification.
CoRR
Valentina Vadori, Jean-Marie Graïc, Antonella Peruffo, Livio Finos, Ujwala Kiran Chaudhari, Enrico Grisan
2025 J jnl
Mind the Gap: Evaluating Patch Embeddings from General-Purpose and Histopathology Foundation Models for Cell Segmentation and Classification.
CoRR
Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Livio Finos, Enrico Grisan
2024 J jnl
Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors.
CoRR
Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Livio Finos, Enrico Grisan
2024 J jnl
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.
CoRR
Valentina Vadori, Jean-Marie Graïc, Antonella Peruffo, Giulia Vadori, Livio Finos, Enrico Grisan
2024 — conf
Revealing Cortical Layers in Histological Brain Images with Self-Supervised Graph Convolutional Networks Applied to Cell-Graphs.
ISBI
Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Giulia Vadori, Livio Finos, Enrico Grisan
2023 — conf
Mr-Nom: Multi-Scale Resolution of Neuronal Cells in Nissl-Stained Histological Slices Via Deliberate over-Segmentation and Merging.
ISBI
Valentina Vadori, Jean-Marie Graïc, Livio Finos, Livio Corain, Antonella Peruffo, Enrico Grisan
2023 — conf
NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images.
MLMI@MICCAI (2)
Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Livio Finos, Livio Corain, Enrico Grisan
2023 J jnl
NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images.
CoRR
Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Livio Finos, Livio Corain, Enrico Grisan
2023 J jnl
Revealing Cortical Layers In Histological Brain Images With Self-Supervised Graph Convolutional Networks Applied To Cell-Graphs.
CoRR
Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc, Giulia Vadori, Livio Finos, Enrico Grisan
2022 J jnl
MR-NOM: Multi-scale Resolution of Neuronal cells in Nissl-stained histological slices via deliberate Over-segmentation and Merging.
CoRR
Valentina Vadori, Jean-Marie Graïc, Livio Finos, Livio Corain, Antonella Peruffo, Enrico Grisan
2018 — conf
Resolving single cells in heavily clustered Nissl-stained images for the analysis of brain cytoarchitecture.
ISBI
Enrico Grisan, Jean-Marie Graïc, Livio Corain, Antonella Peruffo