Graph deep learning for the characterization of tumour microenvironments from spatial protein profiles in tissue specimens
Zhenqin Wu, Alexandro E. Trevino, Eric Q. Wu, Kyle Swanson, Honesty J. Kim, H. Blaize D’Angio, Ryan Preska, Gregory W. Charville, Piero Dalerba, Ann Marie Egloff, Ravindra Uppaluri, Umamaheswar Duvvuri, Aaron T. Mayer, James Zou
Topics & Concepts
Computational biologyDeep learningTranscriptomeImmunofluorescenceTumour heterogeneityBiologyComputer sciencePathologyArtificial intelligenceCancerMedicineGene expressionGeneImmunologyAntibodyGeneticsSingle-cell and spatial transcriptomicsBioinformatics and Genomic NetworksCell Image Analysis Techniques