Athira J. Jacob

According to our database, Athira J. Jacob authored at least 9 papers between 2016 and 2025.

Collaborative distances:

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

2025

Deep learning-based segmentation of T1 and T2 cardiac MRI maps for automated disease detection.

Andreea Bianca Popescu, Andreas Seitz, Heiko Mahrholdt, Jens Wetzl, Athira J. Jacob, Lucian Mihai Itu, Constantin Suciu, Teodora Chitiboi

CoRR, July, 2025

Fake It Till You Make It: Using Synthetic Data and Domain Knowledge for Improved Text-Based Learning for LGE Detection.

Athira J. Jacob, Puneet Sharma, Daniel Rueckert

CoRR, February, 2025

2024

Towards a vision foundation model for comprehensive assessment of Cardiac MRI.

Athira J. Jacob, Indraneel Borgohain, Teodora Chitiboi, Puneet Sharma, Dorin Comaniciu, Daniel Rueckert

CoRR, 2024

DCSM 2.0: Deep Conditional Shape Models for Data Efficient Segmentation.

Athira J. Jacob, Puneet Sharma, Daniel Rueckert

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Deep Conditional Shape Models for 3D Cardiac Image Segmentation.

Athira J. Jacob, Puneet Sharma, Daniel Rückert

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023

Automated Estimation of Motion Patterns of the Left Ventricle Supports Cardiomyopathy Identification.

Edmond Astolfi, Athira J. Jacob, Indraneel Borgohain, Akos Varga-Szemes, Puneet Sharma, Tiziano Passerini

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2020

Supervised Learning for Segmenting Open Boundaries in Medical Images.

Karim Amer, Athira J. Jacob, Gareth Funka-Lea, Noha El-Zehiry

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2017

Estimation of myocardial deformation using correlation image velocimetry.

Athira J. Jacob, Ganapathy Krishnamurthi, Manikandan Mathur

BMC Medical Imaging, 2017

2016

Segmentation and Tracking of Myocardial Boundaries Using Dynamic Programming.

Athira J. Jacob, Alex Varghese, Ganapathy Krishnamurthi

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016