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databricks-industry-solutions/pixels
该仓库是Databricks的医疗影像处理解决方案，专注于大规模处理DICOM医疗影像、文档和压缩文件。核心功能包括：DICOM元数据提取与SQL分析、集成OHIF安全查看器进行影像查看与标注、支持MONAI模型自动分割和交互式模型训练，并利用Databricks模型服务进行实时GPU加速分割。
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FastAPI
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查看全部依赖 (66)
依赖
NumPy
Pandas
Pillow
PyYAML
Pydantic
azure-storage-blob
boto3
cucim-cu12
databricks-pixels
databricks-sdk
databricks-sql-connector
dicognito
dicomweb-client
einops
expiring_dict
expiringdict
ff3
fire
girder-client
google-cloud-storage
highdicom
httpx
huggingface_hub
hypercorn
itk
matplotlib
ml-collections
mlflow
monai
nibabel
numba
numpymaxflow
passlib
psutil
psycopg
psycopg2-binary
pyarrow
pydantic-settings
pydicom
pylibjpeg
pylibjpeg-openjpeg
pynetdicom
pynrrd
pyspark
python-dotenv
python-magic
python-multipart
pytorch-ignite
requests-toolbelt
s3fs
schedule
scikit-image
scipy
shapely
simpleitk
simplejson
tensorboard
tensorboardX
timeloop
timm
torch
tqdm
typing_extensions
uvicorn
watchdog
zstd
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