2024

• Lijin, P.; Ullah, Mohib; Vats, Anuja; Cheikh, Faouzi Alaya; Kumar, Santhosh; Nair, Madhu S.. (2024) Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation with Self-Learning Approach. IEEE Transactions on Artificial Intelligence (TAI)
  Vitenskapelig artikkel
• P., Lijin; Ullah, Mohib; Vats, Anuja; Cheikh, Faouzi Alaya; G., Santhosh Kumar; Nair, Madhu S.. (2024) EfficientPolypSeg: Efficient Polyp Segmentation in colonoscopy images using EfficientNet-B5 with dilated blocks and attention mechanisms. Biomedical Signal Processing and Control
  Vitenskapelig artikkel
• Lijin, P.; Ullah, Mohib; Vats, Anuja; Cheikh, Faouzi Alaya; Kumar, G Santhosh; Nair, Madhu S.. (2024) PolySegNet: improving polyp segmentation through swin transformer and vision transformer fusion. Biomedical Engineering Letters
  Vitenskapelig artikkel
• Vats, Anuja; Ahmad, Bilal; Floor, Pål Anders; Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein. (2024) CAPTIV8: A Comprehensive Large Scale Capsule Endoscopy Dataset For Integrated Diagnosis. Proceedings of IEEE International Conference on Image Processing
  Vitenskapelig artikkel
• Vats, Anuja; Volgyes, David; Vermeer, Martijn; Pedersen, Marius; Raja, Kiran; Fantin, Daniele S. M.. (2024) Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction From LiDAR Data With Limited Annotations. IEEE Transactions on Geoscience and Remote Sensing
  Vitenskapelig artikkel

2023

• Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir. (2023) Concept-based reasoning in medical imaging. International Journal of Computer Assisted Radiology and Surgery
  Vitenskapelig artikkel
• Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir; Hovde, Øistein. (2023) Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images. Scientific Reports
  Vitenskapelig artikkel
• Vats, Anuja; Pedersen, Marius; Hovde, Øistein; Mohamed, Ahmed Kedir. (2023) Deep Learning for Improved Diagnosis of Pathologies in Wireless Capsule Endoscopy with Focus on Data Efficiency and Transparency. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
  Doktorgradsavhandling
• Vats, Anuja; Mohammed, Ahmed Kedir; Pedersen, Marius; Wiratunga, Nirmalie. (2023) This Changes to That : Combining Causal and Non-Causal Explanations to Generate Disease Progression in Capsule Endoscopy. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
  Vitenskapelig artikkel

2022

• Vats, Anuja; Raja, Kiran; Pedersen, Marius; Mohammed, Ahmed Kedir. (2022) Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy. IEEE Access
  Vitenskapelig artikkel
• Vats, Anuja; Mohammed, Ahmed Kedir; Pedersen, Marius. (2022) From labels to priors in capsule endoscopy: a prior guided approach for improving generalization with few labels. Scientific Reports
  Vitenskapelig artikkel

2021

• Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy. European Workshop on Visual Information Processing
  Vitenskapelig artikkel
• Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir; Hovde, Øistein. (2021) Learning More for Free-A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel