diff --git a/PW41_2024_MIT/Projects/SkinSurfaceSegmentationForNousnav/README.md b/PW41_2024_MIT/Projects/SkinSurfaceSegmentationForNousnav/README.md new file mode 100644 index 000000000..55cd847da --- /dev/null +++ b/PW41_2024_MIT/Projects/SkinSurfaceSegmentationForNousnav/README.md @@ -0,0 +1,97 @@ +--- +layout: pw41-project + +permalink: /:path/ + +project_title: Skin Surface Segmentation for NousNav +category: Segmentation / Classification / Landmarking +presenter_location: In-person + +key_investigators: + +- name: Reuben Dorent + affiliation: Brigham and Women's Hospital + country: Harvard Medical School, USA + +- name: Colin Galvin + affiliation: Brigham and Women's Hospital + country: Harvard Medical School, USA + +- name: Sarah Frisken + affiliation: Brigham and Women's Hospital + country: Harvard Medical School, USA + +- name: Tina Kapur + affiliation: Brigham and Women's Hospital + country: Harvard Medical School, USA + +- name: Sam Horvath + affiliation: Kitware + country: USA + +--- + +# Project Description + + + + +This project was initiated during the [PW36](https://projectweek.na-mic.org/PW36_2022_Virtual/Projects/SkinSegmentation/). +It aims to create an automated skin segmentation tool for pre-operative scans for NousNav. + +A model has been already trained to automatically segment scans in multi-parametric MRI. In this project, we aim to integrate the developed tool into Slicer for further integration in NousNav. + + + + +## Objective + + + + +1. Create a Slicer Extension for automatic skin segmentation based on a pre-trained nnUnet framework +2. Test the Slicer Extension in different settings, including different OS and different hardware configuration (only CPU, GPU, Mac) +3. Integrate the Slicer module into NousNav + + + + +## Approach and Plan + + + + +1. Leverage the existing SkinSegmentator Slicer extension as template +2. Create a small database that can be shared to test the algorithm in different settings +3. Discuss with the NousNav development team for its integration + + + + +## Progress and Next Steps + + + + +_No response_ + + + +# Illustrations + + + + +![image](https://raw.githubusercontent.com/ReubenDo/SlicerSkinSegmentator/main/screenshots/example.png) + + + +# Background and References + + + + +_No response_ +