{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/sfguide-distributed-medical-image-processing-with-monai","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/bbd96b7a-e0ee-4d10-aa5b-6132ef9d3ca6","json_url":"https://onlylabs.fyi/signals/bbd96b7a-e0ee-4d10-aa5b-6132ef9d3ca6/signal.json","generated_at":"2026-06-11T03:02:52.422232+00:00","org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/snowflake","dossier_json_url":"https://onlylabs.fyi/labs/snowflake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/bbd96b7a-e0ee-4d10-aa5b-6132ef9d3ca6","signal_json":"https://onlylabs.fyi/signals/bbd96b7a-e0ee-4d10-aa5b-6132ef9d3ca6/signal.json","source":"https://github.com/Snowflake-Labs/sfguide-distributed-medical-image-processing-with-monai","lab_dossier":"https://onlylabs.fyi/labs/snowflake","lab_dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis":"https://onlylabs.fyi/analysis/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Snowflake (Arctic) published Snowflake-Labs/sfguide-distributed-medical-image-processing-with-monai (Jupyter Notebook). 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This guide demonstrates how to train and deploy deep learning models for aligning lung CT scans using Ray for distributed computing and Snowflake's Model Registry for model management. Step-By-Step Guide For prerequisites, environment setup, step-by-step guide and instructions, please refer to the [Snowflake Guide](https://www.snowflake.com/en/developers/guides/distributed-medical-image-processing-with-monai/). Data Attribution This project uses the Learn2Reg Challenge dataset, which is licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/): > Hering, A., Murphy, K., & van Ginneken, B. (2020). Learn2Reg Challenge: CT Lung Registration - Training Data [Data set]. 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