Muhammad Dawood
Senior Bioinformatician in Single-cell and Spatial Multiomics
Recent publications
Confounding factors and biases abound when predicting molecular biomarkers from histological images.
Journal article
Dawood M. et al, (2026), Nat Biomed Eng
Redefining the topology of the human bone marrow using augmented spatial transcriptomic analysis
Preprint
Cooper RA. et al, (2025)
HistoKernel: Whole slide image level Maximum Mean Discrepancy kernels for pan-cancer predictive modelling.
Journal article
Keller P. et al, (2025), Med Image Anal, 101
Cancer drug sensitivity prediction from routine histology images.
Journal article
Dawood M. et al, (2024), NPJ Precis Oncol, 8
SynCLay: Interactive synthesis of histology images from bespoke cellular layouts.
Journal article
Deshpande S. et al, (2024), Med Image Anal, 91