Imaging studies
Research involving imaging modalities presents particular methodological challenges. These include decisions such as:
- What aspect of the image to measure
- What summary statistic to use
- How to deal with large amounts of multiple testing
- How to address possible diagnostic error
The main aim of this research section is to provide a networking group for statistical researchers involved in imaging studies in healthcare research. We meet twice-yearly and advertise our events on the main NIHR Statistics Group email list and allstat. We also write publication articles describing statistical issues that arise in imaging studies.
A major recent initiative has been the PROVIDENT considerations for clinical trials and studies using imaging. This brought together 30 professionals with experience of imaging studies to highlight the unique logistical challenges posed by imaging in research. A series of workshops developed the outline of the considerations, including input from:
- Academic and commercial researchers
- Radiologists, radiographers & medical physicists
- Clinicians & research nurses
- Patient advocates
- Trial managers, health economists, methodologists, statisticians, and
- People with central and individual site perspectives
We are now moving onto the next phase of this project, which will focus on the methodological challenges.
Our working group committee coordinates meetings and other activities. We are open to suggestions for topics and presentations for future meetings. Meetings to date have been organised to include 25 to 30 statisticians and researchers, enabling good networking and small group discussions.
If you would like to join a working group committee or wish to find out more, please email the NIHR Statistics Group.
Group leaders

Sue Mallett
University College London

Thomas E. Nichols
University of Oxford
Committee members
Liz Hensor
University of Leeds
Nuria Porta
Institute of Cancer Research
Millie Pearse
University of Southampton
Former leaders and members
- Susan Dutton
- Tom Fanshawe
- Julia Forman
- Yemisi Takwoingi
- Victoria Strauss
- Katie Biscombe
Publications
Prospective imaging research design and conduct (PROVIDENT): considerations for clinical trials and studies using imaging (part I)
Radiology 2026, vol. 32, issue 3: Methodologies for Radiography Research
Prospective imaging research design and conduct (PROVIDENT): considerations for clinical trials and studies using imaging (part II)
Radiology 2026, vol. 32, issue 3: Methodologies for Radiography Research
NIHR statistics group imaging studies section: a network for statisticians and researchers using imaging in healthcare research
Trials (2015) 16 p.215
Upcoming events
PROVIDENT webinar: Image acquisition, processing and storage
4 November 2026 10 AM - 11:30 AM GMT+0
PROVIDENT webinar: Logistics for reader image interpretation
18 November 2026 1:30 PM - 3 PM GMT+0
Past events
Statistical issues: MRI to investigate injuries to the brachial plexus
13 July 2021
MRI imaging for investigating medium-term effects of SARS-CoV-2
23 February 2021
Statistical issues in evaluating an intervention to improve interpretation of CT colonography images
20 July 2017
Sample size and power in imaging studies
20 April 2016
Statistical Issues in designing a large-scale reliability exercise in ultrasonography of the joint synovium
11 November 2015
Statistical issues in clinical trials of inflammatory bowel disease using endoscopy
27 April 2015
Inaugural meeting of the NIHR Statistics Group Imaging Studies Section
22 October 2014
Imaging in Translation Research Meeting
1 October 2013