Search Results for author: Chinmay Rao

Found 2 papers, 1 papers with code

A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling

no code implementations20 Sep 2024 Chinmay Rao, Matthias Van Osch, Nicola Pezzotti, Jeroen de Bresser, Laurens Beljaards, Jakob Meineke, Elwin de Weerdt, Huangling Lu, Mariya Doneva, Marius Staring

Furthermore, its practicality is demonstrated on the NYU fastMRI DICOM dataset and two in-house multi-coil raw datasets, obtaining up to 32. 6% more acceleration over learning-based non-guided reconstruction for a given SSIM.

Anatomy Diagnostic +3

Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation

1 code implementation5 Sep 2024 Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, Klaus Hildebrandt, Marius Staring

Previous work has investigated the correspondence between uncertainty and error, however, no work has been done on improving the "utility" of Bayesian uncertainty maps such that it is only present in inaccurate regions and not in the accurate ones.

Image Segmentation Medical Image Segmentation +1

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