Prachi H. Kulkarni

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Bayesian Models

Higher Spatial Resolution

Top Venues

Medical Image Anal.

Publications

Prachi H. Kulkarni, S. N. Merchant, Suyash P. Awate
Mixed-dictionary models and variational inference in task fMRI for shorter scans and better image quality. Medical Image Anal. 78 (2022)
Karan Taneja, Prachi H. Kulkarni, S. N. Merchant, Suyash P. Awate
A Bayesian Deep CNN Framework for Reconstructing k-t-Undersampled Resting-fMRI. ICPR (2020)
Prachi H. Kulkarni, Kratika Gupta, S. N. Merchant, Suyash P. Awate
R-FMRI Reconstruction from K-T Undersampled Simultaneous-Multislice (SMS) MRI with Controlled Aliasing: Towards Higher Spatial Resolution. ISBI (2020)
Prachi H. Kulkarni, S. N. Merchant, Suyash P. Awate
undersampled data using a subject-invariant dictionary model and VB-EM with nested minorization. Medical Image Anal. 65 (2020)
Prachi H. Kulkarni, S. N. Merchant, Suyash P. Awate
Bayesian reconstruction of R-fMRI from K-T undersampled data using a robust, subject-invariant, spatially-regularized dictionary prior. ISBI (2018)