Ayesha Azam

Development and validation of a weakly supervised deep learning framework to predict the status of molecular pathways and key mutations in colorectal cancer from routine histology images: a retrospective study

Mohsin Bilal, Shan E Ahmed Raza, Ayesha Azam et al. · The Lancet Digital Health · 2021 · 263 citations · Full text

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images

Simon Graham, Quoc Dang Vu, Shan E Ahmed Raza et al. · Medical Image Analysis · 2019 · 47 citations · Full text

Engineering, Medical Imaging, Bioimage Analysis +12

Deep learning based digital cell profiles for risk stratification of urine cytology images

Ruqayya Awan, Ksenija Benes, Ayesha Azam et al. · Cytometry Part A · 2021 · 47 citations · Full text

Novel deep learning algorithm predicts the status of molecular pathways and key mutations in colorectal cancer from routine histology images

Mohsin Bilal, Shan E Ahmed Raza, Ayesha Azam et al. · 2021 · 29 citations · Full text

Engineering, Machine Learning, Digital Pathology +22

Screening of normal endoscopic large bowel biopsies with interpretable graph learning: a retrospective study

Simon Graham, Fayyaz Minhas, Mohsin Bilal et al. · Gut · 2023 · 26 citations · Full text