Search Results for author: Sean Berry

Found 3 papers, 1 papers with code

Time Series Clustering for Grouping Products Based on Price and Sales Patterns

no code implementations18 Apr 2022 Aysun Bozanta, Sean Berry, Mucahit Cevik, Beste Bulut, Deniz Yigit, Fahrettin F. Gonen, Ayşe Başar

We compare our approach with traditional clustering algorithms, which typically rely on generic distance metrics such as Euclidean distance, and image clustering approaches that aim to group data by capturing its visual patterns.

Clustering Image Clustering +3

PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation

1 code implementation18 Jul 2020 Jue Jiang, Yu Chi Hu, Neelam Tyagi, Andreas Rimner, Nancy Lee, Joseph O. Deasy, Sean Berry, Harini Veeraraghavan

Our method achieved an overall average DSC of 0. 87 on T1w and 0. 90 on T2w for the abdominal organs, 0. 82 on T2wFS for the parotid glands, and 0. 77 on T2w MRI for lung tumors.

Generative Adversarial Network MRI segmentation +4

Local block-wise self attention for normal organ segmentation

no code implementations11 Sep 2019 Jue Jiang, Elguindi Sharif, Hyemin Um, Sean Berry, Harini Veeraraghavan

We developed our approach using U-net and compared it against multiple state-of-the-art self attention methods.

Anatomy Computed Tomography (CT) +2

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