Publications

Saeed A. Shurrab, Aadim Nepal, Terrence J. Lee-St. John, Nicola G. Ghazi, Bartlomiej Piechowski-Jozwiak, Farah E. Shamout (2025). Multimodal Deep Learning for Stroke Prediction and Detection using Retinal Imaging and Clinical Data. In EMBC.
DOI
Shaza Elsharief, Saeed A. Shurrab, Baraa Al Jorf, Leopoldo Julian Lechuga Lopez, Krzysztof J. Geras, Farah E. Shamout (2025). MedMod: Multimodal Benchmark for Medical Prediction Tasks with Electronic Health Records and Chest X-Ray Scans. In CHIL.
DOI Code Dataset Dataset Source Document
Saeed A. Shurrab, Alejandro Guerra-Manzanares, Farah E. Shamout (2024). Multimodal masked siamese network improves chest X-ray representation learning. Nature Scientific Reports.
DOI Code Dataset Preprint
Saeed A. Shurrab
Equal contribution
, Alejandro Guerra-Manzanares
Equal contribution
, Amani Magid, Bartlomiej Piechowski-Jozwiak, S. Farokh Atashzar, Farah E. Shamout (2024). Multimodal Machine Learning for Stroke Prognosis and Diagnosis: A Systematic Review. IEEE JBHI.
DOI
Saeed A. Shurrab
Equal contribution
, Yazan Shannak
Equal contribution
, Rehab Duwairi (2022). Retina Disorders Classification via OCT Scan: A Comparative Study between Self-Supervised Learning and Transfer Learning. IAJIT.
DOI Code Dataset
Saeed A. Shurrab, Rehab Duwairi (2022). Self-Supervised Learning Methods and Applications in Medical Imaging Analysis: A Survey. PeerJ.
DOI Code
Saeed A. Shurrab, Husam Nassar, Amer Al-Badaraneh, Abdulkarem Almshnanah (2021). Cancer in Five Countries of the Eastern Mediterranean Region: Epidemiological Trends and Risk Implications. NJCP.
DOI
Saeed A. Shurrab, Abdulkarem Almshnanah, Rehab Duwairi (2021). Tool Wear Prediction in Computer Numerical Control Milling Operations via Machine Learning. In ICICS.
DOI Dataset
Saeed A. Shurrab
Equal contribution
, Yazan Shannak
Equal contribution
, Abdulkarem Almshnanah, Huthaifa Khazaleh, Hassan Najadat (2021). Attitudes Evaluation Toward COVID-19 Pandemic: An Application of Twitter Sentiment Analysis and Latent Dirichlet Allocation. In ICICS.
DOI Code Dataset
Saeed A. Shurrab, Rehab Duwairi (2021). Effect of Missing Data Treatment on the Predictive Accuracy of C4.5 Classifier. IRECAP.
DOI