From Picture Archiving and Communication System to AI production: development of a preprocessing pipeline for musculoskeletal radiological images from real-world data sources
We demonstrate successful development of an AI-driven preprocessing pipeline for musculoskeletal images collated from routine NHS data sources. Use of such 'real-world' data is likely key to development of clinically useful healthcare AI algorithms.
Authors
- Katie Wilde (ORCID: https://orcid.org/0000-0001-5024-8846)
- Mingjun Zhong (ORCID: https://orcid.org/0000-0002-1525-1270)
- Lesley Anderson (ORCID: https://orcid.org/0000-0002-1000-3649)
- Luke Farrow
Institutions
- University of Aberdeen (GB)
- Aberdeen Royal Infirmary (GB)
Publication Details
- Journal
- Bone & Joint Open
- Published
- 2026-03-05
- DOI
- https://doi.org/10.1302/2633-1462.73.bjo-2025-0201.r1
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 0.00