Subject specific, image based analysis and modeling in patients with atrial fibrillation from MRI. - Rob S. MacLeod; Joshua Blauer; Eugene G. Kholmovski; Ravi Ranjan; Nassir Marrouche; Natalia A. Trayanova; Kathleen McDowell; Gernot Plank (ISBI, 2012)

Controlled Activation for Interrogation of the Electrophysiological Substrate. - Joshua J. E. Blauer; Frederick T. Han; Ravi Ranjan; Nassir Marrouche; Rob S. MacLeod (CinC, 2014)

A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar. - Brian Zenger; Joshua Cates; Alan Morris; Eugene G. Kholmovski; Alexander Au; Ravi Ranjan; Nazem Akoum; Christopher McGann; Brent Wilson 003; Nassir Marrouche; Frederick T. Han; Rob S. MacLeod (CinC, 2014)

Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation. - Riddhish Bhalodia; Anupama Goparaju; Tim Sodergren; Ross T. Whitaker; Alan Morris; Evgueni Kholmovski; Nassir Marrouche; Joshua Cates; Shireen Y. Elhabian (CinC, 2018)

Interactive Exploration of Left Atrium Population-Level Morphology in Atrial Fibrillation Patients. - Tim Sodergren; Anupama Goparaju; Alan Morris; Evgueni Kholmovski; Nassir Marrouche; Joshua Cates; Shireen Y. Elhabian (CinC, 2018)

On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application. - Anupama Goparaju; Ibolya Csecs; Alan Morris; Evgueni Kholmovski; Nassir Marrouche; Ross T. Whitaker; Shireen Y. Elhabian (ShapeMI@MICCAI, 2018)

Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation. - Tim Sodergren; Riddhish Bhalodia; Ross T. Whitaker; Joshua Cates; Nassir Marrouche; Shireen Y. Elhabian (STACOM@MICCAI, 2018)

Does Alignment in Statistical Shape Modeling of Left Atrium Appendage Impact Stroke Prediction? - Riddhish Bhalodia; Archanasri Subramanian; Alan Morris; Joshua Cates; Ross T. Whitaker; Evgueni Kholmovski; Nassir Marrouche; Shireen Y. Elhabian (CinC, 2019)

Interatrial Septum and Appendage Ostium in Atrial Fibrillation Patients: A Population Study. - Anupama Goparaju; Alan Morris; Ibolya Csecs; Riddhish Bhalodia; Tom Ditter; Kristine Fuimaono; Evgueni Kholmovski; Nassir Marrouche; Joshua Cates; Shireen Y. Elhabian (CinC, 2019)

Efficient Segmentation Pipeline Using Diffeomorphic Image Registration: A Validation Study. - Shalin Parikh; Anupama Goparaju; Riddhish Bhalodia; Bosten Loveless; Alan Morris; Joshua Cates; Evgueni Kholmovski; Nassir Marrouche; Shireen Y. Elhabian (CinC, 2019)

Towards Automated Quantification of Atrial Fibrosis in Images from Catheterized Fiber-Optics Confocal Microscopy Using Convolutional Neural Networks. - Chao Huang; Stephen L. Wasmund; Takanori Yamaguchi; Nathan J. Knighton; Robert W. Hitchcock; Irina A. Polejaeva; Kenneth L. White; Nassir F. Marrouche; Frank B. Sachse (FIMH, 2019)

An Image-based Approach for 3D Left Atrium Functional Measurements. - Alan Morris; Eugene G. Kholmovski; Nassir Marrouche; Joshua Cates; Shireen Y. Elhabian (CinC, 2020)

Benchmarking off-the-shelf statistical shape modeling tools in clinical applications. - Anupama Goparaju; Alexandre Bône; Nan Hu; Heath B. Henninger; Andrew E. Anderson; Stanley Durrleman; Matthijs Jacxsens; Alan Morris; Ibolya Csecs; Nassir Marrouche; Shireen Y. Elhabian (CoRR, 2020)

Benchmarking off-the-shelf statistical shape modeling tools in clinical applications. - Anupama Goparaju; Krithika Iyer; Alexandre Bône; Nan Hu; Heath B. Henninger; Andrew E. Anderson; Stanley Durrleman; Matthijs Jacxsens; Alan Morris; Ibolya Csecs; Nassir Marrouche; Shireen Y. Elhabian (Medical Image Anal., 2022)

FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation. - Yunsung Chung; Chanho Lim; Chao Huang; Nassir Marrouche; Jihun Hamm (MILLanD@MICCAI, 2023)

SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation. - Yunsung Chung; Yunbei Zhang; Nassir Marrouche; Jihun Hamm (CoRR, 2025)

SOFA: Deep Learning Framework for Simulating and Optimizing Atrial Fibrillation Ablation. - Yunsung Chung; Chanho Lim; Ghassan Bidaoui; Christian Massad; Nassir Marrouche; Jihun Hamm (CoRR, 2025)