Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples

Author:

Rivera Monroy Luis Carlos1,Rist Leonhard1,Eberhardt Martin2,Ostalecki Christian2,Baur Andreas2,Vera Julio2,Breininger Katharina3,Maier Andreas1

Affiliation:

1. Friedrich-Alexander-Universität Erlangen-Nürnberg,Pattern Recognition Lab,Erlangen,Germany

2. Universitätsklinikum Erlangen,Department of Dermatology,Erlangen,Germany

3. FAU Erlangen-Nürnberg,Department Artificial Intelligence in Biomedical Engineering,Erlangen,Germany

Publisher

IEEE

Reference24 articles.

1. Systematic High-Content Proteomic Analysis Reveals Substantial Immunologic Changes in Colorectal Cancer

2. Scikit-learn: Machine learning in Python;pedregosa;Journal of Machine Learning Research,2011

3. In-situ-topoproteome analysis of cutaneous lymphomas: Perspectives of assistance for dermatohistologic diagnostics by Multi Epitope Ligand Cartography (MELC)

4. Graph random neural networks for semi-supervised learning on graphs;feng;Advances in neural information processing systems,2020

5. SCANPY: large-scale single-cell gene expression data analysis

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