Research output per year
Research output per year
Personal profile
Employment
I am currently a Post Doctoral Research Associate, supervised by Dr Jan Novak, working in the AIPNI (Artificial Intelligence in Pediatric NeuroImaging) lab. I am a member of the Aston Institute of Health and Neurodevelopment.
Research Interests
Understanding consequences of neurological diseases on the still-developing brain using cognitive neuroscience methods: Magnetic Resonance Imaging, Magnetoencephalography and Neuropsychology.
I am interested in understanding brain and cognitive development in children, using neuroimaging and neuropsychological methods, and how these are influenced by the presence of chronic neurological disease. I have a keen interest in developing this further with the added value that longitudinal data can bring.
I will use this knowledge to develop early warning systems and predictive models of a wide range of clinical and functional outcomes which matter to families. These will become clinical support tools to inform treatment, and management in these populations to maximise the developmental outcomes of these children.
My current and previous PostDoc experience fits into into this ‘vision’:
- Paediatric Brain Tumour Diagnosis – Performing ROI analysis using MRI and deep learning to predict tumour diagnosis from in-vivo imaging, ahead of histopathology. Providing this information ahead of time will influence decision making and clinical management.
- MEGMOG – Investigating the use of MEG as a potential novel biomarker in MOG-antibody associated disease. Identifying changes in functional brain networks as neural correlates of disease severity and cognitive outcomes.
- PROBIT - Predicting long-term outcomes of pediatric brain insult using MRI. Developing transdiagnostic models which can predict outcomes that matter to families including academic achievement, behavioural difficulties and cognition.
Membership of Professional Bodies
- Chartered member of the British Psychological Society (CPsychol; Membership No. 338022)
- Honorary (Research) contract with Birmingham Children’s Hospital (2018-Present)
- Associate Fellow of the Higher Education Academy (Ref: PR223179)
Education/Academic qualification
PhD, BRAIN NETWORK APPROACHES TO CHARACTERISE STRUCTURE-FUNCTION RELATIONSHIPS AFTER CHILDHOOD HEAD INJURY
1 Oct 2016 → 31 Oct 2019
Award Date: 12 May 2020
MSc, Brain Imaging and Cognitive Neuroscience, School of Psychology, University of Birmingham
1 Sept 2015 → 5 Sept 2016
BSc, Psychology (BPS Accredited), University of East Anglia
1 Sept 2012 → 1 Jul 2015
Fingerprint
Dive into the research topics where Daniel Griffiths-King is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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P1685: Presence of Myelin Oligodendrocyte Glycoprotein antibodies (MOG-ab) in Paediatric Acquired Demyelinating Disease Does Not Confer Additional Risk of Poor Long-Term Psychological Outcomes.
Griffiths-King, D., Billaud, C., Wright, S., Wassmer, E., Looi Ling, L., Foley, E. & Wood, A., 1 Oct 2023, In: Multiple Sclerosis Journal. 29, 3 suppl, p. 1129-1130 2 p., P1685.Research output: Contribution to journal › Conference abstract › peer-review
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Predicting 'Brainage' in late childhood to adolescence (6-17yrs) using structural MRI, morphometric similarity, and machine learning
Griffiths-King, D., Wood, A. & Novak, J., 20 Sept 2023, In: Scientific Reports. 13, 1, 15591.Research output: Contribution to journal › Article › peer-review
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Predicting ‘Brainage’ in the Developmental Period using Structural MRI, Morphometric Similarity, and Machine Learning
Griffiths-King, D., Wood, A. & Novak, J., 28 Feb 2023, p. 1-17, 17 p.Research output: Preprint or Working paper › Preprint
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Proposed Methodology for Reducing Bias in Structural MRI Analysis in the Presence of Lesions: Data from a Pediatric Traumatic Brain Injury Cohort
Griffiths-King, D., Shephard, A., Novak, J., Catroppa, C., Anderson, V. A. & Wood, A., 13 Feb 2023, p. 1-17, 17 p.Research output: Preprint or Working paper › Preprint
Open AccessFile -
Visual illusions in young people reporting psychotic-like experiences
Sperandio, I., Chouinard, P. A., Paice, E., Griffiths-King, D. & Hodgekins, J., Jun 2023, In: Journal of Behavior Therapy and Experimental Psychiatry. 79, 9 p., 101839.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Thesis
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Brain network approaches to characterise structure-function relationships after childhood head injury
Author: King, D., 2020Supervisor: Seri, S. (Supervisor), Wood, A. (Supervisor) & Foley, E. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy
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