Nassir Marrouche

23 papers A* 1Journal 9Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Weighted Temporal Decay Loss for Learning Wearable PPG Data with Sparse Clinical Labels. CoRR Yunsung Chung, Keum San Chun, Migyeong Gwak, Han Feng, Yingshuo Liu, Chanho Lim, Viswam Nathan, Nassir Marrouche, Sharanya Arcot Desai
2025	—	`conf`	SOFA: Deep Learning Framework for Simulating and Optimizing Atrial Fibrillation Ablation. MICCAI (4) Yunsung Chung, Chanho Lim, Ghassan Bidaoui, Christian Massad, Nassir Marrouche, Jihun Hamm
2025	J	`jnl`	SOFA: Deep Learning Framework for Simulating and Optimizing Atrial Fibrillation Ablation. CoRR Yunsung Chung, Chanho Lim, Ghassan Bidaoui, Christian Massad, Nassir Marrouche, Jihun Hamm
2025	A*	`conf`	SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation. USENIX Security Symposium Yunsung Chung, Yunbei Zhang, Nassir Marrouche, Jihun Hamm
2025	J	`jnl`	SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation. CoRR Yunsung Chung, Yunbei Zhang, Nassir Marrouche, Jihun Hamm
2023	—	`conf`	FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation. MILLanD@MICCAI Yunsung Chung, Chanho Lim, Chao Huang, Nassir Marrouche, Jihun Hamm
2023	J	`jnl`	FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation. CoRR Yunsung Chung, Chanho Lim, Chao Huang, Nassir Marrouche, Jihun Hamm
2022	J	`jnl`	Benchmarking off-the-shelf statistical shape modeling tools in clinical applications. Medical Image Anal. 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
2020	—	`conf`	An Image-based Approach for 3D Left Atrium Functional Measurements. CinC Alan Morris, Eugene G. Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian
2020	J	`jnl`	Benchmarking off-the-shelf statistical shape modeling tools in clinical applications. CoRR 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
2019	—	`conf`	Does Alignment in Statistical Shape Modeling of Left Atrium Appendage Impact Stroke Prediction? CinC Riddhish Bhalodia, Archanasri Subramanian, Alan Morris, Joshua Cates, Ross T. Whitaker, Evgueni Kholmovski, Nassir Marrouche, Shireen Y. Elhabian
2019	—	`conf`	Efficient Segmentation Pipeline Using Diffeomorphic Image Registration: A Validation Study. CinC Shalin Parikh, Anupama Goparaju, Riddhish Bhalodia, Bosten Loveless, Alan Morris, Joshua Cates, Evgueni Kholmovski, Nassir Marrouche, Shireen Y. Elhabian
2019	—	`conf`	Interatrial Septum and Appendage Ostium in Atrial Fibrillation Patients: A Population Study. CinC Anupama Goparaju, Alan Morris, Ibolya Csecs, Riddhish Bhalodia, Tom Ditter, Kristine Fuimaono, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian
2019	J	`jnl`	Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation. CoRR Tim Sodergren, Riddhish Bhalodia, Ross T. Whitaker, Joshua Cates, Nassir Marrouche, Shireen Y. Elhabian
2018	—	`conf`	Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation. CinC Riddhish Bhalodia, Anupama Goparaju, Tim Sodergren, Ross T. Whitaker, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian
2018	J	`jnl`	Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation. CoRR Riddhish Bhalodia, Anupama Goparaju, Tim Sodergren, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Ross T. Whitaker, Shireen Y. Elhabian
2018	—	`conf`	Interactive Exploration of Left Atrium Population-Level Morphology in Atrial Fibrillation Patients. CinC Tim Sodergren, Anupama Goparaju, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian
2018	—	`conf`	Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation. STACOM@MICCAI Tim Sodergren, Riddhish Bhalodia, Ross T. Whitaker, Joshua Cates, Nassir Marrouche, Shireen Y. Elhabian
2018	—	`conf`	On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application. ShapeMI@MICCAI Anupama Goparaju, Ibolya Csecs, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Ross T. Whitaker, Shireen Y. Elhabian
2018	J	`jnl`	On the Evaluation and Validation of Off-the-shelf Statistical Shape Modeling Tools: A Clinical Application. CoRR Anupama Goparaju, Ibolya Csecs, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Ross T. Whitaker, Shireen Y. Elhabian
2014	—	`conf`	A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar. CinC Brian Zenger, Joshua Cates, Alan Morris, Eugene G. Kholmovski, Alexander Au, Ravi Ranjan, Nazem Akoum, Christopher McGann, Brent Wilson, Nassir Marrouche, Frederick T. Han, Rob S. MacLeod
2014	—	`conf`	Controlled Activation for Interrogation of the Electrophysiological Substrate. CinC Joshua J. E. Blauer, Frederick T. Han, Ravi Ranjan, Nassir Marrouche, Rob S. MacLeod
2012	—	`conf`	Subject specific, image based analysis and modeling in patients with atrial fibrillation from MRI. ISBI Rob S. MacLeod, Joshua Blauer, Eugene G. Kholmovski, Ravi Ranjan, Nassir Marrouche, Natalia A. Trayanova, Kathleen McDowell, Gernot Plank