Grant Mair

Research Interests

My primary research interest is the imaging of stroke.

Current Research Interests

Maximising the benefit of plain CT for the acute imaging of stroke
CT angiography
CT perfusion
Automated analyis techniques

My research in a nutshell

I am currently investigating relationships between what we see on imaging at the onset of stroke and how this relates to stroke severity, response to treatment with intravenous thrombolysis and eventual functional outcome for these patients.

I am working with both CT and MR imaging to assess changes in brain tissue, arterial blood flow and arterial perfusion of brain using a number of different imaging techniques.

I am interested in developing computational techniques for the automated analysis of brain imaging, especially in stroke.

Education/Academic qualification

Medicine, Doctor of Medicine, Imaging Intracranial Arterial Patency and Intravenous Thrombolysis in Acute Ischaemic Stroke, University of Edinburgh

Award Date: 1 Dec 2017

Bachelor of Medicine and Bachelor of Surgery, Robert Gordon University

Award Date: 1 Jan 2003

Bachelor of Science (Honours), Robert Gordon University

Award Date: 1 Jan 2002

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Dive into the research topics where Grant Mair is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

1 Similar Profiles

VALIDATION OF THE CT CLOCK TOOL FOR ESTIMATING ONSET TIME OF ISCHAEMIC STROKE: ESNR 2024
Mair, G., Whiteley, W. N., Chappell, F. M., MacRaild, A. & Wardlaw, J. M., 6 Sept 2024, In: Neuroradiology. 66, 1, p. 118 1 p., 1-P89.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
Pre-processing and quality control of large clinical CT head datasets for intracranial arterial calcification segmentation
Jin, B., del C. Valdés Hernández, M., Fontanella, A., Li, W., Platt, E., Armitage, P., Storkey, A., Wardlaw, J. M. & Mair, G., 15 Jul 2024, (Accepted/In press) Data Engineering in Medical Imaging (DEMI). Springer, (Lecture Notes in Computer Science).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
Evaluating artificial intelligence software for delineating hemorrhage extent on CT brain imaging in stroke
Vacek, A., Mair, G., White, P., Bath, P. M., Muir, K. W., Al-Shahi salman, R., Martin, C., Dye, D., Chappell, F. M., Von kummer, R., Macleod, M., Sprigg, N. & Wardlaw, J. M., 25 Nov 2023, (E-pub ahead of print) In: Journal of Stroke & Cerebrovascular Diseases. 33, 1, p. 107512
Research output: Contribution to journal › Article › peer-review

Open Access
File
Understanding the performance and reliability of NLP tools: A comparison of four NLP tools predicting stroke phenotypes in radiology reports
Casey, A., Davidson, E., Grover, C., Tobin, R., Grivas, A., Zhang, H., Schrempf, P., O’Neil, A. Q., Lee, L., Walsh, M., Pellie, F., Ferguson, K., Cvoro, V., Wu, H., Whalley, H., Mair, G., Whiteley, W. & Alex, B., 28 Sept 2023, In: Frontiers in digital health. 5, p. 1-14 14 p., 1184919.
Research output: Contribution to journal › Article › peer-review

Open Access
File
Poststroke Executive Function in Relation to White Matter Damage on Clinically Acquired CT Brain Imaging
Hobden, G., Moore, M. J., Mair, G., Pendlebury, S. T. & Demeyere, N., 19 Sept 2023, (E-pub ahead of print) In: Cognitive and Behavioral Neurology.
Research output: Contribution to journal › Article › peer-review

Open Access
File

8 Invited talk
6 Publication peer-review
4 Membership of peer review panel or committee
1 Participation in conference
More
- 1 Participation in workshop, seminar, course
- 1 External Examiner or Assessor

Imaging of ischaemic and haemorrhagic stroke
Grant Mair (Invited speaker)
8 Feb 2018
Activity: Academic talk or presentation types › Invited talk
The Lancet Neurology (Journal)
Grant Mair (Peer reviewer)
2018 → …
Activity: Publication peer-review and editorial work types › Publication peer-review
Stroke Association (External organisation)
Grant Mair (Advisor)
2018 → …
Activity: Membership types › Membership of peer review panel or committee
UK Stroke Forum (Event)
Grant Mair (Advisor)
2018 → …
Activity: Membership types › Membership of peer review panel or committee
Swiss National Science Foundation (External organisation)
Grant Mair (Advisor)
2018 → …
Activity: Membership types › Membership of peer review panel or committee

Lucien Appel Prize of the ESNR
Mair, Grant (Recipient), 21 Sept 2018
Prize: Prize (including medals and awards)
Stroke Association Edith Murphy Foundation Senior Clinical Lectureship for Medical Professionals
Mair, Grant (Recipient), 28 Mar 2018
Prize: Fellowships awarded competitively

1 Active
7 Finished

Clinical development of the CT Clock Tool for estimating onset time of ischaemic stroke
Mair, G., Chappell, F., Wardlaw, J. & Whiteley, W.
Medical Research Council
4/09/23 → 31/12/24
Project: Research
Individual patient data meta-analysis of the association between perihaematomal oedema and outcome after spontaneous intracerebral haemorrhage
Samarasekera, N., Mair, G., Moullaali, T. & Salman, R.
UK-based charities
1/10/20 → 31/03/22
Project: Research
Automated detection and classification of imaging features representative of acute ischaemic stroke on brain CT using computational deep learning
Wardlaw, J., Crowley, E., Mair, G. & Storkey, A.
UK-based charities
4/03/19 → 31/10/20
Project: Research
Automated detection and classification of imaging features representative of acute ischaemic stroke on brain CT using computational deep learning
Mair, G., Crowley, E., Storkey, A. & Wardlaw, J.
UK-based charities
4/03/19 → 31/10/20
Project: Research
Real-World Independent Testing of eASPECTS Software (RITeS)
Mair, G., MacLeod, M., Salman, R., Sandercock, P. & Wardlaw, J.
UK-based charities
28/02/19 → 31/12/20
Project: Research

SUPPLEMENTAL MATERIAL: Effect of IV alteplase on the ischemic brain lesion Neurology 2018
Mair, G. (Creator), Edinburgh DataShare, 22 Jun 2018
DOI: 10.7488/ds/2367
Dataset
Real-world Independent Testing of e-ASPECTS Software (RITeS): Checklist for Statistical Analysis Plan
Mair, G. (Creator), Edinburgh DataShare, 15 Apr 2020
DOI: 10.7488/ds/2803, https://www.equator-network.org/reporting-guidelines/guidelines-for-the-content-of-statistical-analysis-plans-in-clinical-trials
Dataset
Colour vision deficiency and perfusion brain scans
Kyaw, K. L. S. (Creator), Gentry, R. (Creator), Barber, M. (Creator) & Mair, G. (Creator), Edinburgh DataShare, 14 Jun 2024
DOI: 10.7488/ds/7752
Dataset
Sampling order optimization preserves contrast and improves clinical diagnostic utility of accelerated prospective 3D brain MRI: a radiological assessment study on healthy volunteers
Mair, G. (Creator), Marshall, I. (Creator), Davies, M. (Creator), Benjamin, A. (Creator) & Bano, W. (Creator), Edinburgh DataShare, 22 Jan 2019
DOI: 10.7488/ds/2486
Dataset
A Manual Segmentation Protocol for Cortical Gyri
Mikhael, S. (Creator), Mair, G. (Creator) & Pernet, C. (Creator), Edinburgh DataShare, 8 Aug 2018
DOI: 10.7488/ds/2406
Dataset

Testing Artificial Intelligence software used to identify stroke features
Grant Mair
4/12/20
1 Media contribution
Press/Media: Project or Organisational News Item
The future of clinical imaging diagnostics – a hybrid of human eye and AI?
Grant Mair
10/07/18
1 Media contribution
Press/Media: Project or Organisational News Item

Grant Mair

Personal profile

Research Interests

Current Research Interests

My research in a nutshell

Education/Academic qualification

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

VALIDATION OF THE CT CLOCK TOOL FOR ESTIMATING ONSET TIME OF ISCHAEMIC STROKE: ESNR 2024

Pre-processing and quality control of large clinical CT head datasets for intracranial arterial calcification segmentation

Evaluating artificial intelligence software for delineating hemorrhage extent on CT brain imaging in stroke

Understanding the performance and reliability of NLP tools: A comparison of four NLP tools predicting stroke phenotypes in radiology reports

Poststroke Executive Function in Relation to White Matter Damage on Clinically Acquired CT Brain Imaging

Imaging of ischaemic and haemorrhagic stroke

The Lancet Neurology (Journal)

Stroke Association (External organisation)

UK Stroke Forum (Event)

Swiss National Science Foundation (External organisation)

Lucien Appel Prize of the ESNR

Stroke Association Edith Murphy Foundation Senior Clinical Lectureship for Medical Professionals

Clinical development of the CT Clock Tool for estimating onset time of ischaemic stroke

Individual patient data meta-analysis of the association between perihaematomal oedema and outcome after spontaneous intracerebral haemorrhage

Automated detection and classification of imaging features representative of acute ischaemic stroke on brain CT using computational deep learning

Automated detection and classification of imaging features representative of acute ischaemic stroke on brain CT using computational deep learning

Real-World Independent Testing of eASPECTS Software (RITeS)

SUPPLEMENTAL MATERIAL: Effect of IV alteplase on the ischemic brain lesion Neurology 2018

Real-world Independent Testing of e-ASPECTS Software (RITeS): Checklist for Statistical Analysis Plan

Colour vision deficiency and perfusion brain scans

Sampling order optimization preserves contrast and improves clinical diagnostic utility of accelerated prospective 3D brain MRI: a radiological assessment study on healthy volunteers

A Manual Segmentation Protocol for Cortical Gyri

Testing Artificial Intelligence software used to identify stroke features

The future of clinical imaging diagnostics – a hybrid of human eye and AI?

Grant Mair

Personal profile

Research Interests

Current Research Interests

My research in a nutshell

Education/Academic qualification

Fingerprint

Collaborations and top research areas from the last five years

Research output

Activities

Prizes

Projects

Datasets

Press/Media