Search Results for author: Guenole Silvestre

Found 3 papers, 2 papers with code

Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation

1 code implementation9 Apr 2024 Sidra Aleem, Fangyijie Wang, Mayug Maniparambil, Eric Arazo, Julia Dietlmeier, Guenole Silvestre, Kathleen Curran, Noel E. O'Connor, Suzanne Little

To adapt SAM to medical imaging, existing methods primarily rely on tuning strategies that require extensive data or prior prompts tailored to the specific task, making it particularly challenging when only a limited number of data samples are available.

Image Segmentation Medical Image Segmentation +7

MiTU-Net: A fine-tuned U-Net with SegFormer backbone for segmenting pubic symphysis-fetal head

1 code implementation27 Jan 2024 Fangyijie Wang, Guenole Silvestre, Kathleen Curran

The MiTU-Net model is based on an encoder-decoder framework, utilizing a pre-trained efficient transformer to enhance feature representation.

Decoder

Lightweight Framework for Automated Kidney Stone Detection using coronal CT images

no code implementations24 Nov 2023 Fangyijie Wang, Guenole Silvestre, Kathleen M. Curran

In this paper, we propose a lightweight fusion framework for kidney detection and kidney stone diagnosis on coronal CT images.

Computed Tomography (CT)

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