Discovery of Rare Phenotypes in Cellular Images Using Weakly Supervised Deep Learning. - Heba Sailem; Mar Arias-Garcia; Chris Bakal; Andrew Zisserman; Jens Rittscher (ICCV Workshops, 2017)

DeepSplit: Segmentation of Microscopy Images Using Multi-task Convolutional Networks. - Andrew Torr; Berke Doga Basaran; Julia Sero; Jens Rittscher; Heba Sailem (MIUA, 2020)

Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction. - Mark Eastwood; Silviu Tudor Marc; Xiaohong Gao; Heba Sailem; Judith Offman; Emmanouil Karteris; Angeles Montero Fernandez; Danny Jonigk; William Cookson; Miriam Moffatt; Sanjay Popat; Fayyaz A. Minhas; et al. (AIME, 2022)

A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples. - Natalia Garcia Martin; Stefano Malacrino; Marta Wojciechowska; Leticia Campo; Helen Jones; David C. Wedge; Chris Holmes; Korsuk Sirinukunwattana; Heba Sailem; Clare Verrill; Jens Rittscher (EMBC, 2022)

ShapoGraphy: A User-Friendly Web Application for Creating Bespoke and Intuitive Visualisation of Biomedical Data. - Muhammed Khawatmi; Yoann Steux; Saddam Zourob; Heba Sailem (Frontiers Bioinform., 2022)

Efficient Bayesian inference for mechanistic modelling with high-throughput data. - Simon Martina Perez; Heba Sailem; Ruth E. Baker (PLoS Comput. Biol., 2022)

MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological Images. - Mark Eastwood; Heba Sailem; Silviu Tudor Marc; Xiaohong Gao; Judith Offman; Emmanouil Karteris; Angeles Montero Fernandez; Danny Jonigk; William Cookson; Miriam Moffatt; Sanjay Popat; Fayyaz ul Amir Afsar Minhas; et al. (CoRR, 2023)

Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data. - Mark Eastwood; Silviu Tudor Marc; Xiaohong Gao; Heba Sailem; Judith Offman; Emmanouil Karteris; Angeles Montero Fernandez; Danny Jonigk; William Cookson; Miriam Moffatt; Sanjay Popat; Fayyaz Minhas; et al. (Artif. Intell. Medicine, 2023)

AI in Histopathology Explorer for comprehensive analysis of the evolving AI landscape in histopathology. - Yingrui Ma; Shivprasad Jamdade; Lakshmi Konduri; Heba Sailem (npj Digit. Medicine, 2025)