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MIDI (MR Imaging Abnormality Deep Learning Identification)
Sponsor: King's College Hospital NHS Trust
Summary
The study involves the development and testing of an artificial intelligence (AI) tool that can identify abnormalities using patient head scans conducted for routine clinical care and research volunteer scans. A deep learning algorithm will be developed using a dataset of retrospective and prospective MRI head scans to train, validate, and test convolutional networks using software developed at the Department of Biomedical Engineering, King's College London. The reference standard will be consultant radiologist reports of the MRI head scans.
Official title: Deep Learning for Identification of Abnormalities on Head MRI
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
OBSERVATIONAL
Enrollment
30000
Start Date
2019-04-01
Completion Date
2025-03-31
Last Updated
2024-04-10
Healthy Volunteers
No
Conditions
Locations (33)
Princess Royal University Hospital, King's College Hospital NHS Foundation Trust
Orpington, Kent, United Kingdom
Buckinghamshire Healthcare Nhs Trust (Stoke Mandeville)
Aylesbury, United Kingdom
Mid and South Essex NHS Foundation Trust
Basildon, United Kingdom
Bedfordshire Hospitals Nhs Foundation Trust
Bedford, United Kingdom
Betsi Cadwaladr University Health Board
Bodelwyddan, United Kingdom
East Kent Hospitals University Nhs Foundation Trust
Canterbury, United Kingdom
South Eastern Health & Social Care Trust
Dundonald, United Kingdom
Queen Victoria Hospital Nhs Foundation Trust
East Grinstead, United Kingdom
Medway Nhs Foundation Trust
Gillingham, United Kingdom
Northern Lincolnshire and Goole Nhs Foundation Trust
Grimsby, United Kingdom
Calderdale and Huddersfield NHS Foundation Trust
Huddersfield, United Kingdom
The Queen Elizabeth Hospital King'S Lynn Nhs Trust
Kings Lynn, United Kingdom
Kingston Hospital Nhs Foundation Trust
Kingston, United Kingdom
NHS FIFE
Kirkcaldy, United Kingdom
Forth Valley Royal Hospital
Larbert, United Kingdom
Leeds Teaching Hospital NHS Trust
Leeds, United Kingdom
University Hospitals of Leicester Nhs Trust
Leicester, United Kingdom
Kings' College Hospital
London, United Kingdom
CNS, Maudsley Hospital, South London and Maudsley NHS Foundation Trust
London, United Kingdom
Croydon University Hospital, Croydon Health Services NHS Trust
London, United Kingdom
Guy's Hospital, Guy's and St Thomas's NHS Foundation Trust
London, United Kingdom
St George's Hospital, St George's University Hospital NHS Foundation Trust
London, United Kingdom
St Thomas' Hospital, Guy's and St Thomas's NHS Foundation Trust
London, United Kingdom
Norfolk and Norwich University Hospitals Nhs Foundation Trust
Norwich, United Kingdom
Queen's Medical Centre University Hospital, Nottingham University Hospitals NHS Foundation Trust
Nottingham, United Kingdom
Surrey and Sussex Healthcare Nhs Trust
Redhill, United Kingdom
East Sussex Healthcare Nhs Trust
Saint Leonards-on-Sea, United Kingdom
Northern Lincolnshire and Goole Nhs Foundation Trust
Scunthorpe, United Kingdom
Mid and South Essex Nhs Foundation Trust
Southend, United Kingdom
St George'S University Hospitals Nhs Foundation Trust
Tooting, United Kingdom
Torbay and South Devon Nhs Foundation Trust
Torquay, United Kingdom
Royal Cornwall Hospitals Nhs Trust
Truro, United Kingdom
West Hertfordshire Hospitals Nhs Trust
Watford, United Kingdom