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vascular-segmentation

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petteriTeikari / minivess-mlops

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Model-agnostic biomedical segmentation MLOps platform extending the MONAI ecosystem. Preclinical vascular imaging with Docker-per-flow isolation, SkyPilot intercloud compute, and Bayesian knowledge graph driving spec-driven development. Companion code to the NEUROVEX manuscript.

docker deep-learning reproducible-research preclinical-imaging knowledge-graph prefect conformal-prediction medical-image-segmentation mlops biomedical-imaging ai-assisted-development monai skypilot vibe-coding claude-code agentic-coding spec-driven-development two-photon-microscopy vascular-segmentation metricsreloaded
  • Updated Mar 22, 2026
  • Python

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