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A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans


Nov 12, 2022
Ivo Gollini Navarrete, Mohammad Yaqub

* 4 pages, 3 figures, 3 tables. Preprint to International Symposium on Biomedical Imaging (ISBI) 2023 

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How to Train Vision Transformer on Small-scale Datasets?


Oct 13, 2022
Hanan Gani, Muzammal Naseer, Mohammad Yaqub

* Accepted at BMVC 2022 

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Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data


Oct 03, 2022
Sayed Hashim, Karthik Nandakumar, Mohammad Yaqub

* Preprint of an article published in Pacific Symposium on Biocomputing $\copyright$ 2022 World Scientific Publishing Co., Singapore, http://psb.stanford.edu/ 

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


Sep 12, 2022
Numan Saeed, Ikboljon Sobirov, Roba Al Majzoub, Mohammad Yaqub


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EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography


Sep 09, 2022
Rand Muhtaseb, Mohammad Yaqub


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Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification


Aug 04, 2022
Faris Almalik, Mohammad Yaqub, Karthik Nandakumar


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Segmentation with Super Images: A New 2D Perspective on 3D Medical Image Analysis


May 05, 2022
Ikboljon Sobirov, Numan Saeed, Mohammad Yaqub

* 8 pages, 2 figures, 2 tables 

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Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification


Mar 03, 2022
Hussam Azzuni, Muhammad Ridzuan, Min Xu, Mohammad Yaqub

* 3 pages, 1 figure, and 1 table 

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


Feb 25, 2022
Numan Saeed, Roba Al Majzoub, Ikboljon Sobirov, Mohammad Yaqub

* 9 pages, 5 figures 

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SubOmiEmbed: Self-supervised Representation Learning of Multi-omics Data for Cancer Type Classification


Feb 03, 2022
Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub


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