Data Scientist at a tech vendor with 10,001+ employees
Real User
Top 20
Sep 26, 2026
I have been actively using Flywheel.io for the last two years. My main use case for Flywheel.io ranges from data ingestion to algorithm development, and primarily for the last year, we have been using it for standardizing our data and improving our ingestion pipelines. A specific example of how I have used Flywheel.io for improving our ingestion pipelines is that we have used multiple gears, which allow us to standardize our data during ingestion. These gears range from DICOM-based ingestion to NIfTI-based ingestion, and we have some QC gears and some metadata extraction gears that we run in a chain to improve our data ingestion. Apart from this, we also use Flywheel.io for some of our algorithm development. For example, we use it for removing text from images or for concatenating images, and there are multiple use cases in our company that we run on Flywheel.io.
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I have been actively using Flywheel.io for the last two years. My main use case for Flywheel.io ranges from data ingestion to algorithm development, and primarily for the last year, we have been using it for standardizing our data and improving our ingestion pipelines. A specific example of how I have used Flywheel.io for improving our ingestion pipelines is that we have used multiple gears, which allow us to standardize our data during ingestion. These gears range from DICOM-based ingestion to NIfTI-based ingestion, and we have some QC gears and some metadata extraction gears that we run in a chain to improve our data ingestion. Apart from this, we also use Flywheel.io for some of our algorithm development. For example, we use it for removing text from images or for concatenating images, and there are multiple use cases in our company that we run on Flywheel.io.