Search Results for author: Omnia Alwazzan

Found 2 papers, 2 papers with code

MOAB: Multi-Modal Outer Arithmetic Block For Fusion Of Histopathological Images And Genetic Data For Brain Tumor Grading

1 code implementation11 Mar 2024 Omnia Alwazzan, Abbas Khan, Ioannis Patras, Gregory Slabaugh

We propose a novel Multi-modal Outer Arithmetic Block (MOAB) based on arithmetic operations to combine latent representations of the different modalities for predicting the tumor grade (Grade \rom{2}, \rom{3} and \rom{4}).

FOAA: Flattened Outer Arithmetic Attention For Multimodal Tumor Classification

1 code implementation10 Mar 2024 Omnia Alwazzan, Ioannis Patras, Gregory Slabaugh

Fusion of multimodal healthcare data holds great promise to provide a holistic view of a patient's health, taking advantage of the complementarity of different modalities while leveraging their correlation.

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