The following table shows the list of available models in the current version of DeepInfer. For full model description and usage guide click on the model name.
Filter table:Model Name | Organ | Task | Modality | # of Train/Test | Performance | Description |
---|---|---|---|---|---|---|
Prostate-Needle-Finder | Prostate | Localization, Segmentation | MRI | 50 patients (410 MRIs) / 21 patients (173 MRIs) | Mean needle tip localization error: 2.8 mm | Biopsy needle trajectory and tip detection in intraoperative MRIs. |
Prostate-Segmenter | Prostate | Segmentation | MRI | 60 / 30 | Dice: %85 | Whole-gland prostate segmentation in pelvic Axial T2-W MRI scans |
WMH-Segmenter-K2 | Brain | Lesion Segmentation | MRI | 60 / 110 | Dice: %77, H95: 9.79 mm | Team K2's solution for WMH segmentation grand challenge (http://wmh.isi.uu.nl/) at MICCAI 2017. |