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Author:
Saqib Iqbal, Ghzanfar Farooq Saddiqui, Muhammad Tausif, Muhammad Zafar Iqbal
License:
MIT License
Copyright (c) 2026 Saqib Iqbal and Muhammad Tausif
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software a...
Summary:
Reproducible cascade-CNN software for prostate MRI zonal segmentation (whole gland / central gland / peripheral zone)
Latest version:
1.2.5
Required dependencies:
albumentations
|
einops
|
grad-cam
|
matplotlib
|
nibabel
|
numpy
|
omegaconf
|
onnx
|
onnxruntime
|
opencv-python-headless
|
pandas
|
pillow
|
pydicom
|
pyyaml
|
scikit-image
|
scikit-learn
|
scipy
|
seaborn
|
simpleitk
|
timm
|
torch
|
torchvision
|
tqdm
Optional dependencies:
black
|
fastapi
|
httpx
|
ipywidgets
|
jupyter
|
lightning
|
pytest
|
pytest-cov
|
python-multipart
|
ruff
|
tensorboard
|
uvicorn
|
wandb
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