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Compositional Reward Models for Conditional Medical Image Generation
Aayush Kumar Tyagi, Prathosh A. P., Mausam
Acquiring high quality annotated medical image data is critical for training deep learning models; however, annotation is expensive, time consuming, and requires domain expertise.…
MeasureNet: Measurement Based Celiac Disease Identification
Aayush Kumar Tyagi, Vaibhav Mishra, Ashok Tiwari +5
Celiac disease is an autoimmune disorder triggered by the consumption of gluten. It causes damage to the villi, the finger-like projections in the small intestine that are responsi…
BoxCell: Leveraging SAM for Cell Segmentation with Box Supervision
Aayush Kumar Tyagi, Vaibhav Mishra, Prathosh A. P. +1
Cell segmentation in histopathological images is vital for diagnosis, and treatment of several diseases. Annotating data is tedious, and requires medical expertise, making it diffi…