Search Results for author: Roba Al Majzoub

Found 4 papers, 3 papers with code

Distilling Local Texture Features for Colorectal Tissue Classification in Low Data Regimes

1 code implementation2 Jan 2024 Dmitry Demidov, Roba Al Majzoub, Amandeep Kumar, Fahad Khan

Multi-class colorectal tissue classification is a challenging problem that is typically addressed in a setting, where it is assumed that ample amounts of training data is available.

Knowledge Distillation

TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction

1 code implementation12 Sep 2022 Numan Saeed, Ikboljon Sobirov, Roba Al Majzoub, Mohammad Yaqub

We propose TMSS, an end-to-end Transformer based Multimodal network for Segmentation and Survival prediction that leverages the superiority of transformers that lies in their abilities to handle different modalities.

Multimodal Deep Learning Segmentation +2

An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data

1 code implementation25 Feb 2022 Numan Saeed, Roba Al Majzoub, Ikboljon Sobirov, Mohammad Yaqub

The main issue when using clinical and imaging data to train a deep learning model is to decide on how to combine the information from these sources.

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