Soumen Basu

According to our database, Soumen Basu authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Images.

Chetan Madan, Mayuna Gupta, Soumen Basu, Pankaj Gupta, Chetan Arora

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Focus on Texture: Rethinking Pre-training in Masked Autoencoders for Medical Image Classification.

Chetan Madan, Aarjav Satia, Soumen Basu, Pankaj Gupta, Usha Dutta, Chetan Arora

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Image.

Chetan Madan, Mayuna Gupta, Soumen Basu, Pankaj Gupta, Chetan Arora

CoRR, 2024

FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders.

Soumen Basu, Mayuna Gupta, Chetan Madan, Pankaj Gupta, Chetan Arora

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

RadFormer: Transformers with global-local attention for interpretable and accurate Gallbladder Cancer detection.

Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora

Medical Image Anal., 2023

How Reliable are the Metrics Used for Assessing Reliability in Medical Imaging?

Mayank Gupta, Soumen Basu, Chetan Arora

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Gall Bladder Cancer Detection from US Images with only Image Level Labels.

Soumen Basu, Ashish Papanai, Mayank Gupta, Pankaj Gupta, Chetan Arora

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining.

Soumen Basu, Somanshu Singla, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning.

Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022