Soumya Gupta

According to our database, Soumya Gupta authored at least 8 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy.

Soumya Gupta, Sharib Ali, Louise Goldsmith, Ben Turney, Jens Rittscher

Comput. Medical Imaging Graph., 2022

Patch-Level Instance-Group Discrimination with Pretext-Invariant Learning for Colitis Scoring.

Ziang Xu, Sharib Ali, Soumya Gupta, Simon Leedham, James E. East, Jens Rittscher

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

UNet-eVAE: Iterative Refinement Using VAE Embodied Learning for Endoscopic Image Segmentation.

Soumya Gupta, Sharib Ali, Ziang Xu, Binod Bhattarai, Ben Turney, Jens Rittscher

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

2021

Improved Artifact Detection in Endoscopy Imaging Through Profile Pruning.

Ziang Xu, Sharib Ali, Soumya Gupta, Numan Celik, Jens Rittscher

Proceedings of the Medical Image Understanding and Analysis - 25th Annual Conference, 2021

EndoUDA: A Modality Independent Segmentation Approach for Endoscopy Imaging.

Numan Celik, Sharib Ali, Soumya Gupta, Barbara Braden, Jens Rittscher

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation.

Numan Celik, Soumya Gupta, Sharib Ali, Jens Rittscher

CoRR, 2020

Motion induced segmentation of stone fragments in ureteroscopy video.

Soumya Gupta, Sharib Ali, Louise Goldsmith, Ben Turney, Jens Rittscher

Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

MI-UNet: Improved Segmentation in Ureteroscopy.

Soumya Gupta, Sharib Ali, Louise Goldsmith, Ben Turney, Jens Rittscher

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020