8 citations · 14 across the 9 of their papers we have counts for
3 papers · 1 filter
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model
Gurunath Reddy, Dattesh Shanbhag, Deepa Anand
The high cost of obtaining accurate annotations for image segmentation and localization makes the use of one and few shot algorithms attractive. Several state-of-the-art methods fo…
LSST: Learned Single-Shot Trajectory and Reconstruction Network for MR Imaging
Hemant Kumar Aggarwal, Sudhanya Chatterjee, Dattesh Shanbhag +2
Single-shot magnetic resonance (MR) imaging acquires the entire k-space data in a single shot and it has various applications in whole-body imaging. However, the long acquisition t…
Language Augmentation in CLIP for Improved Anatomy Detection on Multi-modal Medical Images
Mansi Kakkar, Dattesh Shanbhag, Chandan Aladahalli +1
Vision-language models have emerged as a powerful tool for previously challenging multi-modal classification problem in the medical domain. This development has led to the explorat…