Shanmugapriya Survarachakan
Publications
2025
-
Survarachakan, Shanmugapriya;
Lindseth, Frank;
Langø, Thomas;
Cheikh, Faouzi Alaya;
Kumar, Rahul Prasanna.
(2025)
Deep learning-based segmentation of the liver and its vascular structures.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
2024
-
Survarachakan, Shanmugapriya;
Larsen, Michael Staff;
Kumar, Rahul Prasanna;
Lindseth, Frank.
(2024)
Automatic Segmentation of Hepatic and Portal Veins using SwinUNETR and Multi-Task Learning.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Academic article
2023
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Frutos, Javier Perez de;
Pedersen, Andre;
Pelanis, Egidijus;
Bouget, David Nicolas Jean-Mar;
Survarachakan, Shanmugapriya;
Langø, Thomas.
(2023)
Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generation.
PLOS ONE
Academic article
2022
-
Frutos, Javier Perez de;
Pedersen, Andre;
Pelanis, Egidijus;
Bouget, David Nicolas Jean-Mar;
Survarachakan, Shanmugapriya;
Langø, Thomas.
(2022)
Train smarter, not harder: learning deep abdominal CT registration on scarce data.
arXiv
Academic article
-
Survarachakan, Shanmugapriya;
Prasad, Pravda Jith Ray;
Naseem, Rabia;
Frutos, Javier Perez de;
Kumar, Rahul Prasanna;
Langø, Thomas.
(2022)
Deep learning for image-based liver analysis — A comprehensive review focusing on malignant lesions.
Artificial Intelligence in Medicine
Academic literature review
2021
-
Survarachakan, Shanmugapriya;
Pelanis, Egidijius;
Khan, Zohaib Amjad;
Kumar, Rahul Prasanna;
Edwin, Bjørn;
Lindseth, Frank.
(2021)
Effects of enhancement on deep learning based hepatic vessel segmentation.
Electronics (Basel)
Academic article
-
Prasad, Pravda Jith Ray;
Survarachakan, Shanmugapriya;
Khan, Zohaib Amjad;
Lindseth, Frank;
Elle, Ole Jacob;
Albregtsen, Fritz.
(2021)
Numerical evaluation on parametric choices influencing segmentation results in radiology images—a multi-dataset study.
Electronics (Basel)
Academic article
2020
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Survarachakan, Shanmugapriya;
Johansen, Jenny Stange;
Pedersen, Mathias Aarseth;
Amani, Mahdi;
Lindseth, Frank.
(2020)
Capsule nets for complex medical image segmentation tasks.
CEUR Workshop Proceedings
Academic article
Journal publications
-
Survarachakan, Shanmugapriya;
Larsen, Michael Staff;
Kumar, Rahul Prasanna;
Lindseth, Frank.
(2024)
Automatic Segmentation of Hepatic and Portal Veins using SwinUNETR and Multi-Task Learning.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Academic article
-
Frutos, Javier Perez de;
Pedersen, Andre;
Pelanis, Egidijus;
Bouget, David Nicolas Jean-Mar;
Survarachakan, Shanmugapriya;
Langø, Thomas.
(2023)
Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generation.
PLOS ONE
Academic article
-
Frutos, Javier Perez de;
Pedersen, Andre;
Pelanis, Egidijus;
Bouget, David Nicolas Jean-Mar;
Survarachakan, Shanmugapriya;
Langø, Thomas.
(2022)
Train smarter, not harder: learning deep abdominal CT registration on scarce data.
arXiv
Academic article
-
Survarachakan, Shanmugapriya;
Prasad, Pravda Jith Ray;
Naseem, Rabia;
Frutos, Javier Perez de;
Kumar, Rahul Prasanna;
Langø, Thomas.
(2022)
Deep learning for image-based liver analysis — A comprehensive review focusing on malignant lesions.
Artificial Intelligence in Medicine
Academic literature review
-
Survarachakan, Shanmugapriya;
Pelanis, Egidijius;
Khan, Zohaib Amjad;
Kumar, Rahul Prasanna;
Edwin, Bjørn;
Lindseth, Frank.
(2021)
Effects of enhancement on deep learning based hepatic vessel segmentation.
Electronics (Basel)
Academic article
-
Prasad, Pravda Jith Ray;
Survarachakan, Shanmugapriya;
Khan, Zohaib Amjad;
Lindseth, Frank;
Elle, Ole Jacob;
Albregtsen, Fritz.
(2021)
Numerical evaluation on parametric choices influencing segmentation results in radiology images—a multi-dataset study.
Electronics (Basel)
Academic article
-
Survarachakan, Shanmugapriya;
Johansen, Jenny Stange;
Pedersen, Mathias Aarseth;
Amani, Mahdi;
Lindseth, Frank.
(2020)
Capsule nets for complex medical image segmentation tasks.
CEUR Workshop Proceedings
Academic article
Report
-
Survarachakan, Shanmugapriya;
Lindseth, Frank;
Langø, Thomas;
Cheikh, Faouzi Alaya;
Kumar, Rahul Prasanna.
(2025)
Deep learning-based segmentation of the liver and its vascular structures.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation