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Anuja Vats
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 10
Top Topics
Capsule Endoscopy
Multitask Learning
Medical Imaging
Disease Progression
Top Venues
CoRR
MICCAI (7)
ICASSP
Int. J. Comput. Assist. Radiol. Surg.
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Publications
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Anuja Vats
,
Marius Pedersen
,
Ahmed Kedir Mohammed
,
Øistein Hovde
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images.
CoRR
(2023)
Anuja Vats
,
Marius Pedersen
,
Ahmed Kedir Mohammed
Concept-based reasoning in medical imaging.
Int. J. Comput. Assist. Radiol. Surg.
18 (7) (2023)
Anuja Vats
,
David Völgyes
,
Martijn Vermeer
,
Marius Pedersen
,
Kiran B. Raja
,
Daniele S. M. Fantin
,
Jacob Alexander Hay
Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction from LiDAR Data with Limited Annotations.
CoRR
(2023)
Anuja Vats
,
Ahmed Kedir Mohammed
,
Marius Pedersen
,
Nirmalie Wiratunga
This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy.
ICASSP
(2023)
Anuja Vats
,
Ahmed Kedir Mohammed
,
Marius Pedersen
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels.
CoRR
(2022)
Anuja Vats
,
Ahmed Kedir Mohammed
,
Marius Pedersen
,
Nirmalie Wiratunga
This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy.
CoRR
(2022)
Anuja Vats
,
Kiran B. Raja
,
Marius Pedersen
,
Ahmed Kedir Mohammed
Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy.
IEEE Access
10 (2022)
Anuja Vats
,
Marius Pedersen
,
Ahmed Kedir Mohammed
,
Øistein Hovde
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy.
CoRR
(2021)
Anuja Vats
,
Marius Pedersen
,
Ahmed Kedir Mohammed
A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy.
EUVIP
(2021)
Anuja Vats
,
Marius Pedersen
,
Ahmed Kedir Mohammed
,
Øistein Hovde
Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy.
MICCAI (7)
(2021)