Edward Novikov
Harvard University(US)Center for Systems Biology(US)
Publications by Year
Research Areas
Single-cell and spatial transcriptomics, Cell Image Analysis Techniques, AI in cancer detection, Cancer Genomics and Diagnostics, Cutaneous Melanoma Detection and Management
Most-Cited Works
- → UnMICST: Deep learning with real augmentation for robust segmentation of highly multiplexed images of human tissues(2022)50 cited
- → Quality control for single-cell analysis of high-plex tissue profiles using CyLinter(2024)13 cited
- → Quality Control for Single Cell Analysis of High-plex Tissue Profiles using CyLinter(2023)5 cited
- → Spatial determinants of tumor cell dedifferentiation and plasticity in primary cutaneous melanoma(2025)3 cited
- → Morphology-Aware Profiling of Highly Multiplexed Tissue Images using Variational Autoencoders(2025)1 cited
- → Abstract 2593: Spatial multi-omics profiling of tumor cell phenotypes in primary cutaneous melanoma at single-cell resolution(2024)
- → Neural networks and prediction(2024)
- → New features of the HR service(2024)