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@erinaldidb erinaldidb released this 27 Nov 22:07
· 4 commits to main since this release
2.0.0
ca2132f
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Learn about vigilant mode.

New Features

  • Serverless and Serving Endpoint compatibility
  • NVIDIA's MONAI framework with Databricks compatibility layer
  • Incremental processing with spark structured streaming and autoloader
  • Automatic zip extraction
  • Compatibility with UC Volumes
  • OHIF Viewer with Databricks compatibility layer

MONAI integrations

  • Model wrapper for MONAILabel to serve as PyFunc ML Model usable in Serving Endpoints
  • MONAILabelTransformer to call MONAILabel server in a serving endpoint
  • MONAILabel server instructions to notebook 05-Monailabel.py
  • A new example to create a custom model with user-defined labels in notebook 05-Monailabel.py
  • New workflow example to use pixels with serving endpoints
  • MONAILabel radiology app and model creation under monailabel_model folder
  • MONAILabel in serving endpoint connectivity to the lakehouse app

Others

  • Added SQL statements to create Pixels' tables with optimal configuration during the initialization of the Catalog class
  • Added deep parameter in DicomMetaExtractor for optimization purposes, set it as false to avoid scanning dicom pixel data during metadata extraction
  • Fixed governance notebook sample
  • Fixed RUNME
  • Code cleanup using check style
  • Removed unnecessary notebooks

Full Changelog: 0.0.6...2.0.0

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