Active projects
Tumor budding with graph neural networks
Spatial-omic and single-cell 3D image analysis
Characterizing the phenotypic landscape of tumor buds
Predict patient outcomes using self-supervision
Epithelial cells classification with graph neural networks
Investigating H&E biomarker heterogeneity in CRC
Tumor topology to predict outcome after treatment
Streamlining AI algorithms on remote HPC infrastructure
CDX2's role in colorectal cancer
AI in IBD - Assessing Histological Disease Activity
Completed projects
Computer-assisted CRC lymph node metastases detection
Decoding tumor deposits in colorectal cancer
Morphological profiling of lymph node metastases
Spatial transcriptomics for colorectal cancer
Morpho-molecular spatial profiling of colorectal cancer and the tumor budding niche
Sergios Project goes here
Generative AI for de novo peptide design
3D characterization of colorectal cancer using LSFM
AI-assisted N-staging across cancer types
Investigating CAF-Driven Desmoplasia in CRC
