Nassir Marrouche

According to our database, Nassir Marrouche authored at least 15 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation.

Yunsung Chung, Chanho Lim, Chao Huang, Nassir Marrouche, Jihun Hamm

Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023

2022

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

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

An Image-based Approach for 3D Left Atrium Functional Measurements.

Alan Morris, Eugene G. Kholmovski, Nassir Marrouche, Joshua Cates, Shireen Y. Elhabian

Proceedings of the Computing in Cardiology, 2020

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

Proceedings of the Functional Imaging and Modeling of the Heart, 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

Proceedings of the 46th Computing in Cardiology, 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

Proceedings of the 46th Computing in Cardiology, 2019

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

Proceedings of the 46th Computing in Cardiology, 2019

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

Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 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

Proceedings of the Shape in Medical Imaging, 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

Proceedings of the Computing in Cardiology, 2018

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

Proceedings of the Computing in Cardiology, 2018

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, Nassir Marrouche, Frederick T. Han, Rob S. MacLeod

Proceedings of the Computing in Cardiology, CinC 2014, 2014

Controlled Activation for Interrogation of the Electrophysiological Substrate.

Joshua J. E. Blauer, Frederick T. Han, Ravi Ranjan, Nassir Marrouche, Rob S. MacLeod

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2012

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

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012