Projects per year
Personal profile
Research interests
I am interested in the modelling and simulation of human movement to investigate injury mechanisms and understand human function. I truly believe in the use of predictive models and in silico simulations and their application in clinical settings for improving the monitoring and assessment of musculoskeletal diseases.
My research is focused on the use of an integrated approach that includes in vivo and in vitro experimental methodologies with in silico methods such as musculoskeeltal modelling and finite element analysis.
My current research line includes:
- Injury Biomechanics:
- The analysis of cervical spine injury mechanisms in rugby and horse racing;
- Analsis of hamstring injury in sprint running;
- Clinical Biomechanics:
- Biomechanical assessment and optimised treatment identification in axial Spondyloarthritis;
- Estimation of joint loading in partial gravity situations;
- Sport Biomechanics:
- Biomechanical analysis of rugby and horse racing activities;
- Computer simulation of sprint running;
Willing to supervise doctoral students
Computer simulation and musculoskeletal modelling in injury/sport/clinical biomechanics, ergonomics, and computer simulations.
Other responsibilities
Postgraduate (PhD and MD) Director of Studies for the Department for Health.
Research Theme Convenor for the Improving Human Function Department for Health research theme.
Teaching interests
- Biomechanics of human movement
- Musculoskeletal modelling and computer simulation of human movement
- Spinal biomechanics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Human Physiology, Doctor of Philosophy, Investigating the metabolic profile of run-up races and the mechanics of the wobbling visceral mass in vertical jumps, University of Milan
Award Date: 20 Dec 2010
Biomedical Engineering, Master of Engineering, Planar and Spatial reaching movement: a simulation algorithm funded on a kinematic analysis, Politecnico di Milano
Award Date: 19 Oct 2007
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Collaborations and top research areas from the last five years
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The virtual biomechanics lab
Seminati, E. (PI), Cazzola, D. (CoI) & Campbell, N. (CoI)
1/09/24 → 31/05/25
Project: Research-related funding
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The virtual biomechanics lab
Seminati, E. (PI), Cazzola, D. (CoI) & Campbell, N. (CoI)
1/09/24 → 30/04/25
Project: Research-related funding
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ML-MSK Preventing Injury
Cazzola, D. (PI) & Silvestros, P. (Researcher)
RFU Injured Players Foundation
22/05/23 → 3/10/25
Project: UK charity
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The Earswitch: NIHR i4i PDA: taking proof-of-concept via co-design and objective technical/ user validation to a user ready assistive technology switch, incorporating wider health and care innovative sensor applications
Metcalfe, B. (PI), Cazzola, D. (CoI) & Clarke, C. (CoI)
National Institute for Health Research
1/04/22 → 30/04/25
Project: Central government, health and local authorities
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ESA-CORA-GBF: Estimating lower limb joint internal loading during locomotion and plyometric movement and their relationship to simulated hypogravity: in vivo data to inform in silico analyses
Cazzola, D. (PI), Colyer, S. (CoI) & Cowburn, J. (Researcher)
23/08/21 → 30/09/25
Project: Other
Research output
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An extended neck position is likely to produce cervical spine injuries through buckling in accidental head-first impacts during rugby tackling
Silvestros, P., Quarrington, R. D., Preatoni, E., Gill, H. S., Jones, C. F. & Cazzola, D., 30 Nov 2024, In: Annals of Biomedical Engineering. 52, 11, p. 3125-3139 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A novel computational framework for the estimation of internal musculoskeletal loading and muscle adaptation in hypogravity
Cowburn, J., Serrancolí, G., Pavei, G., Minetti, A. E., Salo, A., Colyer, S. & Cazzola, D., 7 Feb 2024, In: Frontiers in Physiology. 15, 1329765.Research output: Contribution to journal › Article › peer-review
Open Access -
BACK-to-MOVE: Machine learning and computer vision model automating clinical classification of non-specific low back pain for personalised management
Hartley, T., Hicks, Y., Davies, J. L., Cazzola, D. & Sheeran, L., 15 May 2024, In: PLoS ONE. 19, 5, 21 p., e0302899.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (SciVal) -
Clustering analysis across different speeds reveals two distinct running techniques with no differences in running economy
Rivadulla, A. R., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 11 Jul 2024, (E-pub ahead of print) In: Sports Biomechanics.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (SciVal)101 Downloads (Pure) -
Consumer-priced wearable sensors combined with deep learning can be used to accurately predict ground reaction forces during various treadmill running conditions
Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 29 Aug 2024, In: PeerJ. 12, 8, e17896.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (SciVal)27 Downloads (Pure)
Datasets
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Dataset for "Development and validation of FootNet; a new kinematic algorithm to improve foot-strike and toe-off detection in treadmill running"
Rodriguez Rivadulla, A. (Creator), Chen, X. (Creator), Weir, G. (Creator), Cazzola, D. (Creator), Trewartha, G. (Creator), Hamill, J. (Creator) & Preatoni, E. (Creator), University of Bath, 26 Jul 2021
DOI: 10.15125/BATH-00965, https://github.com/adrianrivadulla/FootNet
Dataset
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Full Body Kinematics and Ground Reaction Forces of Fifty Heterogeneous Runners Completing Treadmill Running at Various Speeds and Gradients
Carter, J. (Creator), Chen, X. (Creator), Cazzola, D. (Creator), Trewartha, G. (Creator) & Preatoni, E. (Creator), University of Bath, 30 May 2024
DOI: 10.15125/BATH-01341
Dataset
Prizes
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Royal Academy of Engineering Enterprise Fellowship
Cazzola, D. (Recipient), 9 Dec 2024
Prize: Fellowship awarded competitively
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Elected Secretary of the Technical Group on Computer Simulation of the International Society of Biomechanics
Cazzola, D. (Recipient), 1 May 2023
Prize: Election to learned society
Activities
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External Examiner Phd Thesis - Dr Susanna Stillavato - Universitá degli Studi di Milano
Cazzola, D. (Examiner)
11 Dec 2024Activity: External examination and supervision › External examination
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Centre for Health and Injury and Illness Prevention in Sport (Organisational unit)
Cazzola, D. (Member)
1 Dec 2020Activity: Other contribution to the discipline › Role on a committee, board or panel
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Congress of the International Society of Biomechanics (ISB)
Cazzola, D. (Speaker)
2 Aug 2023Activity: Academic conferences and events (excluding conference publications) › Keynote presentation or prestigious invited talk
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Forceteck Ltd - Official Spin-out Company - CEO & Founder: Dr Dario Cazzola
Cazzola, D. (Founder), Braschi, A. (Contributor) & Campbell, N. (Contributor)
24 Jul 2024Activity: Knowledge Exchange (Industry, Government, NGOs) › Spin out / start up
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External Examiner PhD Thesis - Dr Metin Bicer - Imperial College London
Cazzola, D. (Examiner)
22 Apr 2024Activity: External examination and supervision › External examination