Heba Sailem

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Histological Images

Bayesian Inference

Multiple Instance

Weakly Supervised

Top Venues

Artif. Intell. Medicine

Publications

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, Jan Lukas Robertus
MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological Images. CoRR (2023)
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, Jan Lukas Robertus
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data. Artif. Intell. Medicine 143 (2023)
Muhammed Khawatmi, Yoann Steux, Saddam Zourob, Heba Sailem
ShapoGraphy: A User-Friendly Web Application for Creating Bespoke and Intuitive Visualisation of Biomedical Data. Frontiers Bioinform. 2 (2022)
Natalia Garcia Martin, Stefano Malacrino, Marta Wojciechowska, Leticia Campo, Helen Jones, David C. Wedge, Chris Holmes, Korsuk Sirinukunwattana, Heba Sailem, Clare Verrill, Jens Rittscher
A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples. CoRR (2022)
Simon Martina Perez, Heba Sailem, Ruth E. Baker
Efficient Bayesian inference for mechanistic modelling with high-throughput data. PLoS Comput. Biol. 18 (6) (2022)
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, Jan Lukas Robertus
Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction. AIME (2022)
Natalia Garcia Martin, Stefano Malacrino, Marta Wojciechowska, Leticia Campo, Helen Jones, David C. Wedge, Chris Holmes, Korsuk Sirinukunwattana, Heba Sailem, Clare Verrill, Jens Rittscher
A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples. EMBC (2022)
Andrew Torr, Doga Basaran, Julia Sero, Jens Rittscher, Heba Sailem
DeepSplit: Segmentation of Microscopy Images Using Multi-task Convolutional Networks. MIUA (2020)
Heba Sailem, Mar Arias-Garcia, Chris Bakal, Andrew Zisserman, Jens Rittscher
Discovery of Rare Phenotypes in Cellular Images Using Weakly Supervised Deep Learning. ICCV Workshops (2017)