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FinlandHealthcare and life sciences2024 – ongoing

HUS Helsinki University Hospital

AI reconstruction and workflow changes for faster MRI examinations

HUS reported 15% more daytime MRI examinations after AI reconstruction and workflow changes

WorkingCompany's own claimOfficial ↗

Problem

Growing demand put pressure on MRI capacity. Shortening scans had previously made it difficult to preserve adequate image quality.

Approach

Siltasairaala introduced AI reconstruction in 2024 to produce diagnostic images from less acquired signal. Staff also revised the examination workflow. Radiographers and radiologists retained responsibility for assessing image quality.

Results

15%increase in non-emergency daytime MRI examinations after AI adoption and workflow changes, according to HUSCompany's own claim[1]

Takeaway

HUS attributed the additional examinations to AI and wider process changes. The reported increase did not isolate the software's contribution.

Categories

Business function
Production and quality
Innovation type
Process innovation
AI technology
Computer vision
Evidence
Company's own claim

Sources

Source summaries

[1]HUS31 Mar 2025

HUS reported faster MRI examinations after introducing AI reconstruction at Siltasairaala in 2024. Non-emergency daytime examination volume rose 15% following the software introduction and changes to the full examination process.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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