Sequential Segmentation of the Left Atrium and Atrial Scars Using a Multi-scale Weight Sharing Network and Boundary-Based Processing. - Abbas Khan; Omnia Alwazzan; Martin Benning; Greg G. Slabaugh (LAScarQS@MICCAI, 2022)

MOAB: Multi-Modal Outer Arithmetic Block for Fusion of Histopathological Images and Genetic Data for Brain Tumor Grading. - Omnia Alwazzan; Abbas Khan; Ioannis Patras; Gregory G. Slabaugh (ISBI, 2023)

FOAA: Flattened Outer Arithmetic Attention for Multimodal Tumor Classification. - Omnia Alwazzan; Ioannis Patras; Gregory G. Slabaugh (ISBI, 2024)

Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision Oncology. - Omnia Alwazzan; Amaya Gallagher-Syed; Thomas Millner; Ioannis Patras; Silvia Marino; Gregory G. Slabaugh (CoRR, 2024)

BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology. - Amaya Gallagher-Syed; Henry Senior; Omnia Alwazzan; Elena Pontarini; Michele Bombardieri; Costantino Pitzalis; Myles J. Lewis; Michael R. Barnes; Luca Rossi 011; Gregory G. Slabaugh (CVPR, 2025)

Towards deployment-centric multimodal AI beyond vision and language. - Xianyuan Liu; Jiayang Zhang; Shuo Zhou; Thijs L. van der Plas; Avish Vijayaraghavan; Anastasiia Grishina; Mengdie Zhuang; Daniel Schofield; Christopher Tomlinson; Yuhan Wang; Ruizhe Li; Louisa van Zeeland; et al. (CoRR, 2025)