Anuja Vats

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Capsule Endoscopy

Medical Imaging

Disease Progression

Multitask Learning

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

Lijin P., Mohib Ullah, Anuja Vats, Faouzi Alaya Cheikh, G. Santhosh Kumar, Madhu S. Nair
Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach. IEEE Trans. Artif. Intell. 5 (7) (2024)
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. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
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)