Athira J. Jacob

13 papers Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
LGESynthNet: Controlled Scar Synthesis for Improved Scar Segmentation in Cardiac LGE-MRI Imaging.
CoRR
Athira J. Jacob, Puneet Sharma, Daniel Rueckert
2025 J jnl
Deep learning-based segmentation of T1 and T2 cardiac MRI maps for automated disease detection.
CoRR
Andreea Bianca Popescu, Andreas Seitz, Heiko Mahrholdt, Jens Wetzl, Athira J. Jacob, Lucian Mihai Itu, Constantin Suciu, Teodora Chitiboi
2025 J jnl
Fake It Till You Make It: Using Synthetic Data and Domain Knowledge for Improved Text-Based Learning for LGE Detection.
CoRR
Athira J. Jacob, Puneet Sharma, Daniel Rueckert
2025 — conf
LGE Scar Quantification Using Foundation Models for Cardiac Disease Classification.
MedAGI
Athira J. Jacob, Puneet Sharma, Daniel Rueckert
2024 — conf
DCSM 2.0: Deep Conditional Shape Models for Data Efficient Segmentation.
ISBI
Athira J. Jacob, Puneet Sharma, Daniel Rueckert
2024 J jnl
DCSM 2.0: Deep Conditional Shape Models for Data Efficient Segmentation.
CoRR
Athira J. Jacob, Puneet Sharma, Daniel Rueckert
2024 J jnl
Towards a vision foundation model for comprehensive assessment of Cardiac MRI.
CoRR
Athira J. Jacob, Indraneel Borgohain, Teodora Chitiboi, Puneet Sharma, Dorin Comaniciu, Daniel Rueckert
2023 — conf
Automated Estimation of Motion Patterns of the Left Ventricle Supports Cardiomyopathy Identification.
FIMH
Edmond Astolfi, Athira J. Jacob, Indraneel Borgohain, Akos Varga-Szemes, Puneet Sharma, Tiziano Passerini
2023 — conf
Deep Conditional Shape Models for 3D Cardiac Image Segmentation.
STACOM@MICCAI
Athira J. Jacob, Puneet Sharma, Daniel Rückert
2023 J jnl
Deep Conditional Shape Models for 3D cardiac image segmentation.
CoRR
Athira J. Jacob, Puneet Sharma, Daniel Rückert
2020 — conf
Supervised Learning for Segmenting Open Boundaries in Medical Images.
ISBI
Karim Amer, Athira J. Jacob, Gareth Funka-Lea, Noha El-Zehiry
2017 J jnl
Estimation of myocardial deformation using correlation image velocimetry.
BMC Medical Imaging
Athira J. Jacob, Ganapathy Krishnamurthi, Manikandan Mathur
2016 — conf
Segmentation and Tracking of Myocardial Boundaries Using Dynamic Programming.
STACOM@MICCAI
Athira J. Jacob, Alex Varghese, Ganapathy Krishnamurthi