Geodesically Smoothed Tensor Features for Pulmonary Hypertension Prognosis Using the Heart and Surrounding Tissues. - Johanna Uthoff; Samer Alabed; Andrew J. Swift; Haiping Lu (MICCAI (2), 2020)

Multimodal Learning for Predicting Mortality in Patients with Pulmonary Arterial Hypertension. - Mohammod Naimul Islam Suvon; Prasun C. Tripathi; Samer Alabed; Andrew J. Swift; Haiping Lu (BIBM, 2022)

Tensor-Based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI. - Prasun C. Tripathi; Md. Naimul Islam Suvon; Lawrence Schobs; Shuo Zhou; Samer Alabed; Andrew J. Swift; Haiping Lu (MICCAI (7), 2023)

Deep learning automated quantification of lung disease in pulmonary hypertension on CT pulmonary angiography: A preliminary clinical study with external validation. - Michael J. Sharkey; Krit Dwivedi; Samer Alabed; Andrew J. Swift (CoRR, 2023)

TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing. - Michal K. Grzeszczyk; Przemyslaw Korzeniowski; Samer Alabed; Andrew J. Swift; Tomasz Trzcinski; Arkadiusz Sitek (MICCAI (5), 2024)

Multimodal Variational Autoencoder for Low-Cost Cardiac Hemodynamics Instability Detection. - Mohammod Naimul Islam Suvon; Prasun C. Tripathi; Wenrui Fan; Shuo Zhou; Xianyuan Liu; Samer Alabed; Venet Osmani; Andrew J. Swift; Chen Chen 042; Haiping Lu (MICCAI (1), 2024)

MeDSLIP: Medical Dual-Stream Language-Image Pre-training for Fine-grained Alignment. - Wenrui Fan; Mohammod Naimul Islam Suvon; Shuo Zhou; Xianyuan Liu; Samer Alabed; Venet Osmani; Andrew J. Swift; Chen Chen 042; Haiping Lu (CoRR, 2024)

Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment. - Prasun C. Tripathi; Sina Tabakhi; Mohammod Naimul Islam Suvon; Lawrence Andrew Schobs; Samer Alabed; Andrew J. Swift; Shuo Zhou; Haiping Lu (CoRR, 2024)

Multimodal Lead-Specific Modeling of ECG for Low-Cost Pulmonary Hypertension Assessment. - Md. Naimul Islam Suvon; Shuo Zhou; Prasun C. Tripathi; Wenrui Fan; Samer Alabed; Bishesh Khanal; Venet Osmani; Andrew J. Swift; Chen Chen 042; Haiping Lu (CoRR, 2025)

CMRINet: Joint Groupwise Registration and Segmentation for Cardiac Function Quantification from Cine-MRI. - Mohamed S. Elmahdy; Marius Staring; Patrick J. H. de Koning; Samer Alabed; Mahan Salehi; Faisal Alandejani; Michael J. Sharkey; Ziad Aldabbagh; Andrew J. Swift; Rob J. van der Geest (CoRR, 2025)