r20231108
A release of the SCISeg model submitted to ISMRM 2024. Contains data conversion, nnUNet training/testing, lesion metrics evaluation scripts. Model was trained on Zurich sagittal and Colorado axial T2w images with heterogeneous resolutions.
What's Changed
- New preprocessing script with centerline extraction by @naga-karthik in #30
- Add masks{Tr, Ts} folders to nnUNet dataset format by @valosekj in #32
- add zurich & spine-generic data conversion script by @naga-karthik in #34
- Generate sagittal QC for all subjects by @valosekj in #42
- Generate new lesion by @valosekj in #31
- Add script to segment SC for
sci-paris
by @valosekj in #47 - Minor improvements of anima script by @valosekj in #48
- Add a scripts for conversion of all datasets by @valosekj in #50
- Update
preprocess_data_sci-zurich.sh
script by @valosekj in #35 - packaging nnunet for inference by @naga-karthik in #40
- Get orientation for each file by @valosekj in #53
- Add script to compare our nnUNet model with other methods by @valosekj in #55
- Fetch sequence parameters by @valosekj in #58
- Run inference on
sci-zurich
axial T2w images by @valosekj in #57 - Add script for cropping the images around the SC by @valosekj in #62
New Contributors
Full Changelog: v0.1...r20231108