histocartography.ml package

Subpackages:

• histocartography.ml.layers package
• histocartography.ml.models package

Summary

__all__ Classes:

CellGraphModel	Cell Graph Model.
DenseGINLayer	Base class for all neural network modules.
GINLayer	Base class for all neural network modules.
HACTModel	HACT model.
MultiLayerGNN	MultiLayer network that concatenates several gnn layers.
PNALayer	Base class for all neural network modules.
TissueGraphModel	Tissue Graph Model.

Reference

If you use histocartography in your projects, please cite the following:

@inproceedings{pati2021,
    title = {Hierarchical Graph Representations for Digital Pathology},
    author = {Pushpak Pati, Guillaume Jaume, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosuè Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani},
    booktitle = {https://arxiv.org/pdf/2102.11057},
    year = {2021}
}