| 2025 | CVPR | Exploring Foundation Model Adaptations for 3D Medical Imaging: Prompt-Based Segmentation with xLSTM Network. | Abdul Qayyum, Moona Mazher, Steven A. Niederer |
| 2025 | MICCAI | NeuroNetMix: A 3D Encoder-Decoder with Quasiseparable Mixing for Robust Lesion Segmentation in Traumatic Brain Injury. | Moona Mazher, Steven A. Niederer, Abdul Qayyum |
| 2025 | MICCAI | HectoMixNet: Advancing Automated Head and Neck Tumor Segmentation with Multicenter PET/CT Data. | Moona Mazher, Steven A. Niederer, Abdul Qayyum |
| 2025 | MICCAI | CardioSeqM: A Scalable and Context-Aware Model for Unified Heart Segmentation from Volumetric Cardiac Data. | Abdul Qayyum, Moona Mazher, Steven A. Niederer |
| 2025 | MICCAI | Mesh4D: A Motion-Aware Multi-view Variational Autoencoder for 3D+t Mesh Reconstruction. | Mengyun Qiao, Jin Zheng, Weitong Zhang, Qiang Ma, Liu Li, Bernhard Kainz, Declan P. O'Regan, Paul M. Matthews, Steven A. Niederer, Wenjia Bai |
| 2025 | MICCAI | Multi-agent Reasoning for Cardiovascular Imaging Phenotype Analysis. | Weitong Zhang, Mengyun Qiao, Chengqi Zang, Steven A. Niederer, Paul M. Matthews, Wenjia Bai, Bernhard Kainz |
| 2024 | MICCAI | Adaptive Bi-ventricle Surface Reconstruction from Cardiovascular Imaging. | Yu Deng, Yiyang Xu, Linglong Qian, Anastasia Nasopoulou, Steven Williams, Michelle C. Williams, Steven A. Niederer, Kuberan Pushparajah, Alistair A. Young |
| 2024 | MICCAI | Effective Approach Based on Student-Teacher Self-supervised Deep Learning for Multi-class Bi-atrial Segmentation Challenge. | Moona Mazher, Abdul Qayyum, Steven A. Niederer |
| 2024 | MICCAI | Assessing Self-supervised xLSTM-UNet Architectures for Head and Neck Tumor Segmentation in MR-Guided Applications. | Abdul Qayyum, Moona Mazher, Steven A. Niederer |
| 2024 | MICCAI | A Two-Stage Self-Supervised Learning Framework for Automated Whole Heart Segmentation in CT and MRI: Addressing Challenges in Cardiac Imaging. | Abdul Qayyum, Moona Mazher, Steven A. Niederer |
| 2024 | MICCAI | Efficient Deep Learning Models for Ultra-widefield Fundus Imaging for Diabetic Retinopathy. | Abdul Qayyum, Moona Mazher, Steven A. Niederer |
| 2024 | MICCAI | AortaST: A Student-Teacher Framework for Multi-class Aortic Segmentation. | Abdul Qayyum, Moona Mazher, Steven A. Niederer |
| 2024 | MICCAI | Efficient Deep Learning Models for Evaluating the Progression of Age-Related Macular Degeneration Through Optical Coherence Tomography. | Abdul Qayyum, Moona Mazher, Imran Razzak, Steven A. Niederer |
| 2024 | MICCAI | Improved 3D Whole Heart Geometry from Sparse CMR Slices. | Yiyang Xu, Hao Xu, Matthew Sinclair, Esther Puyol-Antn, Steven A. Niederer, Amedeo Chiribiri, Steven E. Williams, Michelle C. Williams, Alistair A. Young |
| 2023 | DICTA | Multiscale Kernel Atrous Convolution Network for Segmentation of Myocardium. | Abdul Qayyum, Moona Mazher, Imran Razzak, Steven A. Niederer |
| 2023 | MICCAI | ModusGraph: Automated 3D and 4D Mesh Model Reconstruction from Cine CMR with Improved Accuracy and Efficiency. | Yu Deng, Hao Xu, Sashya Rodrigo, Steven E. Williams, Michelle C. Williams, Steven A. Niederer, Kuberan Pushparajah, Alistair A. Young |
| 2022 | MICCAI | Segmentation of Intra-operative Ultrasound Using Self-supervised Learning Based 3D-ResUnet Model with Deep Supervision. | Abdul Qayyum, Moona Mazher, Steven A. Niederer, Imran Razzak |
| 2018 | MICCAI | Convolutional Neural Networks for Segmentation of the Left Atrium from Gadolinium-Enhancement MRI Images. | Coen de Vente, Mitko Veta, Orod Razeghi, Steven A. Niederer, Josien P. W. Pluim, Kawal S. Rhode, Rashed Karim |
| 2014 | MICCAI | Estimation of Diastolic Biomarkers: Sensitiviy to Fibre Orientation. | Sander Land, Steven A. Niederer, Pablo Lamata |
| 2010 | MICCAI | Personalization of Cubic Hermite Meshes for Efficient Biomechanical Simulations. | Pablo Lamata, Steven A. Niederer, David C. Barber, David Nordsletten, Jack Lee, Rod D. Hose, Nic Smith |
| 2010 | MICCAI | Generic Conduction Parameters for Predicting Activation Waves in Customised Cardiac Electrophysiology Models. | Pablo Lamata, Steven A. Niederer, Gernot Plank, Nic Smith |