15 citations · 47 across the 17 of their papers we have counts for
3 papers · 1 filter
A method for large diffeomorphic registration via broken geodesics
Alphin J. Thottupattu, Jayanthi Sivaswamy, Venkateswaran P. Krishnan
Anatomical variabilities seen in longitudinal data or inter-subject data is usually described by the underlying deformation, captured by non-rigid registration of these images. Sta…
Explainable Disease Classification via weakly-supervised segmentation
Aniket Joshi, Gaurav Mishra, Jayanthi Sivaswamy
Deep learning based approaches to Computer Aided Diagnosis (CAD) typically pose the problem as an image classification (Normal or Abnormal) problem. These systems achieve high to v…
Image Segmentation Using Hybrid Representations
Alakh Desai, Ruchi Chauhan, Jayanthi Sivaswamy
This work explores a hybrid approach to segmentation as an alternative to a purely data-driven approach. We introduce an end-to-end U-Net based network called DU-Net, which uses ad…