Lecturer
- About
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- Email Address
- dimitra.blana@abdn.ac.uk
- School/Department
- School of Medicine, Medical Sciences and Nutrition
Biography
I am the Interim Director of the Aberdeen Centre for Health Data Science, and the Lead for the MSc Health Data Science. I am passionate about improving research culture and promoting open and reproducible research practices. I am also an advocate for diversity in health science and technology.
My research focus is dynamic modelling of complex health systems. I initially worked on biomechanical models of the human arm, to help design prosthetic hands, and assistive technologies for people with paralysis. Since joining the Aberdeen Centre for Health Data Science, I have started applying my modelling methods to other healthcare problems. For example, I built an epidemiological model to help NHS Grampian with their response to the COVID-19 pandemic. I now use dynamic modelling to address a range of health challenges, from the needs of the individual patient, to demand and capacity analysis of the healthcare system.
My background is in biomedical and computer engineering. I received my B.S. degree in Electrical and Computer Engineering from the National Technical University of Athens, Greece. I went on to earn my M.Sc. and PhD in Biomedical Engineering from Case Western Reserve University, Cleveland, OH, USA.
- Research
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Research Overview
My focus is dynamic modelling of complex health systems. I am a member of a multidisciplinary group that includes health researchers, engineers, computer scientists, and clinicians.
Here is a list of our human movement related projects, and our COVID-19 modelling work.
Research Specialisms
- Biomechanics
- Biomedical Engineering
- Mathematical Modelling
- Dynamics
- Health Informatics
Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is HESA open data, published under the Creative Commons Attribution 4.0 International licence.
Knowledge Exchange
- Women in Data Science Ambassador
- Founder of the Aberdeen branch of One HealthTech
- 2019 Soapbox Science Stoke-on-Trent organiser
- 2017 Soapbox Science participant (Leeds Arts & Science event)
- 2017 demonstrator at the Cheltenham Science Festival
- 2017 & 2018 Judge for the Association of British Science Writers Awards
- Editor of ScienceSeeker, 2016-2017
- STEM Ambassador
Funding and Grants
- University of Aberdeen Funding to Pump-Prime Research and Research Networks: A creative engagement approach to improve the impact of healthcare modelling, 2024
- Chan Zuckerberg Initiative “Essential Open Source Software for Science”: OpenSim Creator: Empowering Biomedical Research with Biomechanical Models, 2022-2025
- Carnegie Trust For The Universities Of Scotland PhD studentship: Wearable sensors for clinical movement analysis of the upper limb: enhancing accuracy and improving access, 2022-2025
- NHS Grampian Endowment: Investigating socioeconomic disparities as a cause and consequence of deteriorating kidney health among people admitted to hospital with an acute illness, 2021-2022
- NHS Grampian Endowment: Using wearable technology to optimise timing of concomitant metformin and exercise prescription, 2021-2022
- SFC Upskilling Fund to develop two Master’s level Health Data Science courses, 2021
- NHS Grampian Endowment grant: Integrating real time surveillance and dynamic modelling of COVID-19 in Grampian to inform an adaptive healthcare response, 2020-2021
- Clinical movement analysis society (CMAS) small grant: A free online platform for sharing movement analysis code and resources, 2019
- EPSRC Healthcare Technologies grant: Personalised approach to restoration of arm function in people with high-level tetraplegia, 2018-2021
- Innovation Fund from the Institute of Physics and Engineering in Medicine: Intelligent FES for restoring arm movement in people with tetraplegia, 2018
- RCUK Public Engagement with Research Catalysts: Co-Production and Creativity: ethos, typologies and innovation in public engagement practice, 2017 - 2018
- Keele Innovation Fund: Using digitally enhanced creative methods to engage the community with biomedical engineering research, 2017
- Orthopaedic Institute / Keele ACORN PhD studentship: Biomechanical modelling of toe walking gait to inform the prescription of ankle foot orthoses in children with cerebral palsy, 2016 - 2019
- National Institute of Child Health and Human Development (NIH): Intracortical control of FES-restored arm and hand function in people with spinal cord injury, subcontract with Case Western Reserve University, 2015 - 2017
- National Institute of Biomedical Imaging and Bioengineering (NIH): Prosthesis Control by Forward Dynamic Simulation of the Intact Biomedical System, subcontract with the Rehabilitation Institute of Chicago, 2013 - 2015
- Teaching
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Programmes
- Postgraduate, 3 stage, September start
- Publications
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Page 1 of 1 Results 1 to 32 of 32
Morning exercise and pre-breakfast metformin interact to reduce glycaemia in people with type 2 diabetes: a randomized crossover trial
The Journal of PhysiologyContributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1113/JP285722
Morning exercise and pre-breakfast metformin interact to reduce glycaemia in people with Type 2 Diabetes: a randomized crossover trial
Working Papers: Preprint PapersCare processes and outcomes of deprivation across the clinical course of kidney disease: Findings from a high-income country with universal healthcare
Nephrology Dialysis Transplantation, vol. 38, no. 5, pp. 1170-1182Contributions to Journals: ArticlesCreation, Development and Enhancement of Academic Peer Review Panel to support the development and deployment of assessments
14th University of Aberdeen Annual Academic Development Symposium 2023Contributions to Conferences: PostersThe clinically extremely vulnerable to COVID: Identification and changes in healthcare while self-isolating (shielding) during the coronavirus pandemic
International Population Data Linkage Network Conference, 125Contributions to Journals: AbstractsHealthcare applications of single camera markerless motion capture: a scoping review
PeerJ, vol. 10, e13517Contributions to Journals: ArticlesBriefing: Assessing the impact of COVID-19 on the clinically extremely vulnerable population
The Health Foundation. 32 pagesBooks and Reports: Other ReportsA comparative evaluation of time-delay, deep learning and echo state neural networks when used as simulated transhumeral prosthesis controllers
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsThe effect of simplifying scaling methods of an upper limb musculoskeletal model on the joint angles
Gait Posture, vol. 81, no. Supplement 1, pp. 295-296Contributions to Journals: Abstracts- [ONLINE] DOI: https://doi.org/10.1016/j.gaitpost.2020.08.043
Model-based control of individual finger movements for prosthetic hand function
IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 3, pp. 612-620Contributions to Journals: ArticlesThe Stabilizing Function of Superficial Shoulder Muscles Changes Between Single-Plane Elevation and Reaching Tasks
IEEE Transactions on Biomedical Engineering, vol. 66, no. 2, pp. 564-572Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/TBME.2018.2850522
- [ONLINE] View publication in Scopus
Validating the Functional Movement Screen (FMS)
Contributions to Conferences: PapersStudy of the measurement and predictive validity of the Functional Movement Screen
BMJ Open Sport & Exercise Medicine, vol. 4, no. 1, e000357Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1136/bmjsem-2018-000357
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/13113/1/Philip_BMJSEMOpen_Study_of_the_measurement_VOR.pdf
- [ONLINE] Correction
Control of a robotic hand with an EMG-driven, real-time biomechanical computer model
Contributions to Conferences: PapersDoes the total Functional Movement Screen (FMS) score have predictive validity in football?
Contributions to Conferences: PapersReal-time simulation of hand motion for prosthesis control
Computer Methods in Biomechanics and Biomedical Engineering, vol. 20, no. 5, pp. 540-549Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1080/10255842.2016.1255943
Musculoskeletal modelling simulation with optimisation to predict the morphological parameters of the calf muscle
Gait Posture, vol. 57, pp. 87-88Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.gaitpost.2017.06.303
Feasibility of using combined EMG and kinematic signals for prosthesis control: A simulation study using a virtual reality environment
Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology, vol. 29, pp. 21-27Contributions to Journals: ArticlesAn optimized proportional-derivative controller for the human upper extremity with gravity
Journal of Biomechanics, vol. 48, no. 13, pp. 3692-3700Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.jbiomech.2015.08.016
- [ONLINE] View publication in Scopus
Real-Time Simulation of Three-Dimensional Shoulder Girdle and Arm Dynamics
IEEE Transactions on Biomedical Engineering, vol. 61, no. 7, pp. 1947-1956Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/TBME.2014.2309727
Glenohumeral stability during a hand-positioning task in previously injured shoulders
Medical & biological engineering & computing, vol. 52, no. 3, pp. 251-256Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1007/s11517-013-1087-9
Selection of muscle and nerve-cuff electrodes for neuroprostheses using customizable musculoskeletal model.
Journal of Rehabilitation Research and Development, vol. 50, no. 3, pp. 395-408Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1682/JRRD.2012.02.0034
- [ONLINE] http://europepmc.org/abstract/med/23881765
Continuous neuronal ensemble control of simulated arm reaching by a human with tetraplegia.
Journal of Neural Engineering, vol. 8, no. 3, 034003Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1088/1741-2560/8/3/034003
- [ONLINE] http://europepmc.org/abstract/med/21543840
A real-time, 3-D musculoskeletal model for dynamic simulation of arm movements.
IEEE Transactions on Biomedical Engineering, vol. 56, no. 4, pp. 941-948Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/TBME.2008.2005946
- [ONLINE] http://europepmc.org/abstract/med/19272926
Combined feedforward and feedback control of a redundant, nonlinear, dynamic musculoskeletal system.
Medical & biological engineering & computing, vol. 47, no. 5, pp. 533-542Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1007/s11517-009-0479-3
- [ONLINE] http://europepmc.org/abstract/med/19343388
Musculoskeletal model-guided, customizable selection of shoulder and elbow muscles for a C5 SCI neuroprosthesis.
IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 16, no. 3, pp. 255-263Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/TNSRE.2008.922681
- [ONLINE] http://europepmc.org/abstract/med/18586604
A musculoskeletal model of the upper extremity for use in the development of neuroprosthetic systems
Journal of Biomechanics, vol. 41, no. 8, pp. 1714-1721Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.jbiomech.2008.03.001
Dynamic Arm Simulator: A real-time model of the upper limb
Journal of Biomechanics, vol. 40, no. Supplement 2, pp. S65Contributions to Journals: Abstracts- [ONLINE] DOI: https://doi.org/10.1016/S0021-9290(07)70062-3
Model-Based FES Muscle Selection for Restoring Arm Movement in High SCI
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1115/SBC2007-176693
MODEL-BASED DEVELOPMENT OF A NEUROPROSTHESIS CONTROLLER
n/aContributions to Journals: ArticlesNeural network controller for an upper extremity neuroprosthesis
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/CNE.2005.1419641
Adaptive neural network controller for an upper extremity neuroprosthesis
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/IEMBS.2004.1404153