I have a longstanding interest in logics, modelling and automated formal methods (including model checking and constraint solving), and, more recently, their application and integration in health care.
I am particularly interested in methods to detect and resolve problems in polypharmacy, avoiding inappropriate drug therapies and guaranteeing medication safety. A recent paper “Avoiding Medication Conflicts for Patients with Multimorbidities” presented at Integrated Formal Methods, Reykjavik, Iceland, June 1-4, 2016, shows how our techniques can be applied in this domain. This work is supported by the EPSRC project EP/M014290/1 (Automated Conflict Resolution in Clinical Pathways).
Another aspect I am working on, is how model checking can be used for predictive and comparative analysis of cancer treatments. Here, I am particularly interested in cancer in the elderly and how treatments should take into account comordibities, frailty, and an increased risk to adverse drug reactions.
In another project, recently awarded by the Royal Academy of Engineering (RAE) under its Newton Research Collaboration Programme (Project NRCP1617/5/62) with Brazil, we explore the use of quantitative analysis techniques to improve the efficiency of complex processes in health care (with Dr R. Czekster and Dr T. Webber, UNISC, Brazil).
Overall, I believe that working closely with clinicians and software engineers, formal methods can make a difference and contribute to the development of better clinical decision support sustems, for more informed choice and awareness of treatment options, better care and impact on the wellbeing of patients.
Webber, T, Caminati, MB
, Mueller, M, Redeker, G, Bowles, JKF
, Czekster, R & Quickert, S
2016, 'Aplicação de técnicas quantitativas de modelagem na busca da eficiência de processos hospitalares
& Silvina, A 2016, Model checking cancer automata
. in IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016.
, 7455913, Institute of Electrical and Electronics Engineers Inc., pp. 376-379, 3rd IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2016, Las Vegas, United States, 24-27 February. DOI: 10.1109/BHI.2016.7455913
Kovalov, A & Bowles, JKF
2016, Avoiding medication conflicts for patients with multimorbidities
. in E Ábrahám & M Huisman (eds), Integrated Formal Methods: 12th International Conference, IFM 2016, Reykjavik, Iceland, June 1-3, 2016, Proceedings.
Lecture Notes in Computer Science, vol. 9681, Springer, pp. 376-390, 12th International Conference on integrated Formal Methods, Reykjavík, Iceland, 1-5 June. DOI: 10.1007/978-3-319-33693-0_24
Meedeniya, DA, Perera, GIUS & Bowles, JKF
2015, Transformation and composition of software design models for Model Driven Development
. in Proceedings 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS).
IEEE, pp. 31-36, 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS), Peradeniya, Sri Lanka, 17-20 December. DOI: 10.1109/ICIINFS.2015.7398981
, Alwanain, M, Bordbar, B & Chen, Y 2015, Matching and merging scenarios automatically with Alloy
. in S Hammoudi, L Ferreira Pires, J Filipe & RC das Neves (eds), Model-Driven Engineering and Software Development: Second International Conference, MODELSWARD 2014, Lisbon, Portugal, January 7-9, 2014, Revised Selected Papers.
Communications in Computer and Information Science, vol. 506, Springer, Cham, pp. 100-116, International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2014), Lisbon, Portugal, 7-9 January. DOI: 10.1007/978-3-319-25156-1_7
, Bordbar, B & Alwanain, M 2015, A logical approach for behavioural composition of scenario-based models
. in M Butler, S Conchon & F Zaïdi (eds), Formal Methods and Software Engineering: 17th International Conference on Formal Engineering Methods, ICFEM 2015, Paris, France, November 3-5, 2015, Proceedings.
Lecture Notes in Computer Science, vol. 9407, Springer, Cham, pp. 252-269, ICFEM 2015 The 17th International Conference on Formal Engineering Methods, Paris, France, 3-6 November. DOI: 10.1007/978-3-319-25423-4_16
Meedeniya, DA, Bowles, JKF
& Perera, I 2014, SD2CPN: a model transformation tool for software design models
. in 2014 International Computer Science and Engineering Conference (ICSEC) .
IEEE, pp. 354 - 359, The 18th International Computer Science and Engineering Conference, Khon Kaen, Thailand, 30-1 August. DOI: 10.1109/ICSEC.2014.6978222
Alwanain, M, Bordbar, B & Bowles, JKF
2014, Automated composition of sequence diagrams via Alloy
. in MODELSWARD 2014 - Proceedings of the 2nd International Conference on Model-Driven Engineering and Software Development.
SciTePress, pp. 384-391, International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2014), Lisbon, Portugal, 7-9 January. DOI: 10.5220/0004715003840391