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IrelandHealthcare and life sciences2023 – ongoing

Mater Misericordiae University Hospital

Aidoc AI screening of emergency CT scans

Dublin's Mater Hospital put AI on its radiology scans and reported over 700 urgent findings flagged within about three minutes

WorkingCompany's own claim

Problem

Emergency departments send a steady stream of scans, and a bleed or clot has to reach a radiologist's attention fast.

Approach

The Mater was described as the first Irish hospital to use AI across radiology. The Aidoc platform runs in the background on scans and flags suspected findings such as intracranial haemorrhage and pulmonary embolism. The hospital then planned to trial AI tools for bone and chest X-rays in the emergency department.

Results

15,600+scans analysed by the software, as reported in December 2023Company's own claim[1]
700+pathologies correctly flagged within about three minutes of the scan, as reportedCompany's own claim[1]
>90%accuracy rate reported for the software in Irish clinical practice (assessor not named)Company's own claim[1]

Takeaway

AI flagged urgent findings while running in the background on radiology scans. TechCentral.ie reported the hospital's accuracy figure of above 90% without naming the assessor.

Categories

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

Sources

Source summaries

[1]TechCentral.ie13 Dec 2023

TechCentral.ie reported that the Mater runs Aidoc software across radiology. It gives counts of more than 15,600 scans analysed, over 700 pathologies flagged within about three minutes and accuracy above 90%. It also says the hospital planned an emergency-department trial of AI for bone and chest X-rays in early 2024.

Full details are in the original sources.

Added 25 Oct 2026 · Updated 25 Oct 2026
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