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Add two-stage pipeline: 3D nodule-centre detector (HeatmapUNet3D, CPM 0.629) alongside the existing 2.5D concept-bottleneck characteriser (Student2p5D) with end-to-end inference wrapper.

745873a verified about 2 months ago

.gitattributes

1.52 kB
initial commit about 2 months ago
README.md

6.54 kB
Add two-stage pipeline: 3D nodule-centre detector (HeatmapUNet3D, CPM 0.629) alongside the existing 2.5D concept-bottleneck characteriser (Student2p5D) with end-to-end inference wrapper. about 2 months ago
analyze_scan.py

4.65 kB
Add two-stage pipeline: 3D nodule-centre detector (HeatmapUNet3D, CPM 0.629) alongside the existing 2.5D concept-bottleneck characteriser (Student2p5D) with end-to-end inference wrapper. about 2 months ago
config.json

2.92 kB
Add two-stage pipeline: 3D nodule-centre detector (HeatmapUNet3D, CPM 0.629) alongside the existing 2.5D concept-bottleneck characteriser (Student2p5D) with end-to-end inference wrapper. about 2 months ago
inference_example.py

2.13 kB
Add two-stage pipeline: 3D nodule-centre detector (HeatmapUNet3D, CPM 0.629) alongside the existing 2.5D concept-bottleneck characteriser (Student2p5D) with end-to-end inference wrapper. about 2 months ago
modeling.py

14.3 kB
Add two-stage pipeline: 3D nodule-centre detector (HeatmapUNet3D, CPM 0.629) alongside the existing 2.5D concept-bottleneck characteriser (Student2p5D) with end-to-end inference wrapper. about 2 months ago
stage1_detector_v2.pth
Detected Pickle imports (3)
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict"
What is a pickle import?
22.6 MB
xet

Add two-stage pipeline: 3D nodule-centre detector (HeatmapUNet3D, CPM 0.629) alongside the existing 2.5D concept-bottleneck characteriser (Student2p5D) with end-to-end inference wrapper. about 2 months ago
student_2p5d_best.pth
Detected Pickle imports (6)
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "collections.OrderedDict",
- "numpy.dtype",
- "_codecs.encode",
- "numpy._core.multiarray.scalar"
How to fix it?
19.1 MB
xet

Add Pulmo: 2.5D concept-bottleneck student model distilled from 3D teacher for lung nodule detection, malignancy classification, and segmentation on LUNA16/LIDC-IDRI about 2 months ago

Detected Pickle imports (3)

Detected Pickle imports (6)