Soumen Basu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Cancer Detection

Image Representation

Simultaneous Segmentation

Top Venues

Medical Image Anal.

Publications

Soumen Basu, Mayuna Gupta, Chetan Madan, Pankaj Gupta, Chetan Arora
FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders. CoRR (2024)
Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora
RadFormer: Transformers with global-local attention for interpretable and accurate Gallbladder Cancer detection. Medical Image Anal. 83 (2023)
Soumen Basu, Ashish Papanai, Mayank Gupta, Pankaj Gupta, Chetan Arora
Gall Bladder Cancer Detection from US Images with Only Image Level Labels. CoRR (2023)
Soumen Basu, Ashish Papanai, Mayank Gupta, Pankaj Gupta, Chetan Arora
Gall Bladder Cancer Detection from US Images with only Image Level Labels. MICCAI (1) (2023)
Mayank Gupta, Soumen Basu, Chetan Arora
How Reliable are the Metrics Used for Assessing Reliability in Medical Imaging? MICCAI (3) (2023)
Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning. CVPR (2022)
Soumen Basu, Somanshu Singla, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora
Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining. MICCAI (4) (2022)
Soumen Basu, Somanshu Singla, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora
Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining. CoRR (2022)
Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning. CoRR (2022)
Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora
RadFormer: Transformers with Global-Local Attention for Interpretable and Accurate Gallbladder Cancer Detection. CoRR (2022)