Search Results for author: Indrajeet Mandal

Found 2 papers, 1 papers with code

Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation

1 code implementation23 Mar 2023 Muhammad Asad, Helena Williams, Indrajeet Mandal, Sarim Ather, Jan Deprest, Jan D'hooge, Tom Vercauteren

In this work, we propose an adaptive multi-scale online likelihood network (MONet) that adaptively learns in a data-efficient online setting from both an initial automatic segmentation and user interactions providing corrections.

Interactive Segmentation Segmentation

VertXNet: An Ensemble Method for Vertebrae Segmentation and Identification of Spinal X-Ray

no code implementations7 Feb 2023 Yao Chen, Yuanhan Mo, Aimee Readie, Gregory Ligozio, Indrajeet Mandal, Faiz Jabbar, Thibaud Coroller, Bartlomiej W. Papiez

Our experimental results have shown that the proposed pipeline outperformed two SOTA segmentation models on our test dataset (MEASURE 1) with a mean Dice of 0. 90, vs. a mean Dice of 0. 73 for Mask R-CNN and 0. 72 for U-Net.

Segmentation

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