Juliana Kuster Filipe Bowles

Prof

  • KY16 9SS

    United Kingdom

Accepting Postgraduate Research Students

PhD projects

Formal methods and verification; model checking; constraint solvers; temporal logics (stochastic, distributed, etc); concurrency; dependability; NLP in healthcare; modelling in healthcare; health informatics; evidence-based clinical decision support systems; global health

Personal profile

Profile Keywords

Formal methods and verification; model checking; constraint solvers; temporal logics (stochastic, distributed, etc); concurrency; dependability; NLP in healthcare; modelling in healthcare; health informatics; evidence-based clinical decision support systems; global health

Research overview

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.

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):

  • SDG 3 - Good Health and Well-being
  • SDG 8 - Decent Work and Economic Growth
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 11 - Sustainable Cities and Communities

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Collaborations and top research areas from the last five years

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  • Variational Bayesian deep fuzzy models for interpretable classification

    Kumar, M., Singh, S. & Bowles, J., Jun 2024, In: Engineering Applications of Artificial Intelligence. 132, 24 p., 107900.

    Research output: Contribution to journalArticlepeer-review

  • An ontology-based approach for detecting and classifying inappropriate prescribing

    Redeker, G. A. & Kuster Filipe Bowles, J., 15 Sept 2023, RuleML+RR’23: 17th International Rule Challenge and 7th Doctoral Consortium, September 18–20, 2023, Oslo, Norway. Vanthienen, J., Kliegr, T., Fodor, P., Lanti, D., Arndt, D., Kostylev, E. V., Mitsikas, T. & Soylu, A. (eds.). CEUR-WS, 15 p. (CEUR Workshop Proceedings; vol. 3485).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    15 Downloads (Pure)
  • A novel EGs-based framework for systematic propositional-formula simplification

    Francès de Mas, J. & Kuster Filipe Bowles, J., 2023, Logic-Based Program Synthesis and Transformation: 33rd International Symposium, LOPSTR 2023, Cascais, Portugal, October 23-24, 2023, Proceedings. Glück, R. & Kafle, B. (eds.). Springer, Vol. 14330. p. 169-187 18 p. (Lecture Notes in Computer Science; vol. 14330).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    14 Downloads (Pure)
  • Preface

    Paschke, A., Steen, A., Billig, A., Bikakis, A., Sertkaya, B., Finzel, B., Arndt, D., Tomaszuk, D., Xiao, G., Cheng, G., Angele, K., Bowles, J. K. F., Ortiz, M., Giese, M., Bassiliades, N., Bauer, R., Ramakrishna, S., Ahmetaj, S., Mennicke, S. & Van Woensel, W. & 9 others, Wang, Y., Lisi, F. A., Vanthienen, J., Kliegr, T., Fodor, P., Lanti, D., Kostylev, E. V., Mitsikas, T. & Soylu, A., 2023, In: CEUR Workshop Proceedings. 3485

    Research output: Contribution to journalEditorialpeer-review

  • Representation theorems obtained by mining across web sources for hints

    Caminati, M. & Kuster Filipe Bowles, J., 30 Aug 2023, Proceedings: 6th international conference on information and computer technologies (ICICT 2023), Raleigh, United States, Mar 24 - Mar 26, 2023. Gokhale, A. & Guizani, M. (eds.). Piscataway, NJ: IEEE Computer Society, p. 203-210 8 p. (International conference on inventive computation technologies (ICICT)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    1 Citation (Scopus)
    6 Downloads (Pure)