Publications
Journal Papers
Combinations of medicines in patients with polypharmacy aged 65–100 in primary care: Large variability in risks of adverse drug related and emergency hospital admissions
Published in PLOS One, 2021. Download: https://ali-fahmi.github.io/files/papers/paper7.pdf
Recommended citation: Fahmi, A., Wong, D., Walker, L., Buchan, I., Pirmohamed, M., Sharma, A., Cant, H., Ashcroft, D.M. & van Staa, T.P. (2021). Combinations of medicines in patients with polypharmacy aged 65–100 in primary care: Large variability in risks of adverse drug related and emergency hospital admissions. PLOS One, 18.2, e0281466.
A Comprehensive Scoping Review of Bayesian Networks in Healthcare: Past, Present and Future
Published in Artificial Intelligence in Medicine, 2021. Download: https://ali-fahmi.github.io/files/papers/paper6.pdf
Recommended citation: Kyrimi, E., McLachlan, S., Dube, K., Neves, M. R., Fahmi, A., & Fenton, N. (2021). A comprehensive scoping review of bayesian networks in healthcare: Past, present and future. Artificial Intelligence in Medicine, 117, 102108.
Bayesian Networks in Healthcare: What is preventing their adoption?
Published in Artificial Intelligence in Medicine, 2021. Download: https://ali-fahmi.github.io/files/papers/paper5.pdf
Recommended citation: Kyrimi, E., Dube, K., Fenton, N., Fahmi, A., Neves, M. R., Marsh, W., & McLachlan, S. (2021). Bayesian networks in healthcare: What is preventing their adoption?. Artificial Intelligence in Medicine, 116, 102079.
Fuzzy Evaluation of Examinees through Multiple Choice Questions
Published in INFORMATICA, 2017. Download: https://ali-fahmi.github.io/files/papers/paper4.pdf
Recommended citation: Fahmi, A., & Kahraman, C. (2017). Fuzzy Evaluation of Examinees Through Multiple Choice Questions. Informatica, 28(4), 609-628.
Analysis of Brand Image Effect on Advertising Awareness Using A Neuro-Fuzzy and A Neural Network Prediction Models
Published in International Journal of Computational Intelligence Systems, 2017. Download: https://ali-fahmi.github.io/files/papers/paper3.pdf
Recommended citation: Fahmi, A., Ulengin, K. B., & Kahraman, C. (2017). Analysis of brand image effect on advertising awareness using a neuro-fuzzy and a neural network prediction models. International Journal of Computational Intelligence Systems.
ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection
Published in International Journal of Computational Intelligence Systems, 2016. Download: https://ali-fahmi.github.io/files/papers/paper2.pdf
Recommended citation: Fahmi, A., Kahraman, C., & Bilen, Ü. (2016). ELECTRE I method using hesitant linguistic term sets: An application to supplier selection. International Journal of Computational Intelligence Systems, 9(1), 153-167.
An Intelligent Decision Support System (IDSS) for Nutrition Therapy: Infrastructure, Decision Support, and Knowledge Management Design
Published in International Journal of Reliable and Quality E-Healthcare, 2013. Download: https://ali-fahmi.github.io/files/papers/paper1.pdf
Recommended citation: Fahmi, A., Dorostanian, A., Rezazadeh, H., & Ostadrahimi, A. (2013). An intelligent decision support system (IDSS) for nutrition therapy: infrastructure, decision support, and knowledge management design. International Journal of Reliable and Quality E-Healthcare (IJRQEH), 2(4), 14-27.
Conference Papers
Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis
Presented in 8th IEEE International Conference on Healthcare Informatics, 2020. Download: https://ali-fahmi.github.io/files/papers/conferencepaper3.pdf
Recommended citation: Fahmi, A., MacBrayne, A., Kyrimi, E., McLachlan, S., Humby, F., Marsh, W., & Pitzalis, C. (2020, November). Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis. In 2020 IEEE International Conference on Healthcare Informatics (ICHI) (pp. 1-7). IEEE.
From personalised predictions to targeted advice: improving self-management in rheumatoid arthritis
Presented in EFMI STC2020: Integrated Citizen centered digital health and social care - Citizens as data producers and service co-creators, 26-27 November 2020 (e-conference). Download: https://ali-fahmi.github.io/files/papers/conferencepaper2.pdf
Recommended citation: Fahmi, A., MacBrayne, A., Marsh, W., and Humby, F. (2020). From personalised predictions to targeted advice: improving self-management in rheumatoid arthritis. In EFMI STC2020: Integrated Citizen centered digital health and social care - Citizens as data producers and service co-creators.
Human resources management using interval valued intuitionistic fuzzy analytic hierarchy process
Presented in IEEE International Conference on Fuzzy Systems: FUZZ-IEEE 2015, 2-5 August 2015, Istanbul, Turkey. Download: https://ali-fahmi.github.io/files/papers/conferencepaper1.pdf
Recommended citation: Fahmi, A., Derakhsan, A., and Kahraman, C. (2015). Human resources management using interval valued intuitionistic fuzzy analytic hierarchy process. In IEEE International Conference on Fuzzy Systems: FUZZ-IEEE 2015.
Posters and Abstracts
A dynamic Bayesian network model for self-monitoring of rheumatoid arthritis
Presented in STEMM MIT CSAIL AI in Healthcare Summit 2020, 2020. Download: https://ali-fahmi.github.io/files/papers/poster1.pdf
Recommended citation: Fahmi, A., MacBrayne, A., Marsh, W., and Humby, F. (2020). A dynamic Bayesian network model for self-monitoring of rheumatoid arthritis. In STEMM MIT CSAIL AI in Healthcare Summit 2020, 1-2 October 2020, e-conference.
Employment Barriers of Refugees in Turkey: Identifying Potential Labor Force and Competencies
Presented in European Association of Work and Organizational Psychology Congress (EAWOP 2017), 2020.
Recommended citation: Isik, I., Yilmaz, S., Fahmi, A., Kanca, R., and Seven Bozcam, E., Employment barriers of refugees in Turkey: identifying potential labor force and competencies, European Association of Work and Organizational Psychology Congress: EAWOP 2017, abstract book p. 449, May 9-10, 2017, Dublin, Ireland.
Theses
Decision-Support for Rheumatoid Arthritis Using Bayesian Networks: Diagnosis, Management, and Personalised Care
PhD thesis in Computer Science completed at Queen Mary University of London, United Kingdom, 2021. Download: https://ali-fahmi.github.io/files/theses/thesis_phd_ali_fahmi.pdf
Recommended citation: Fahmi, A. (2021). Decision-Support for Rheumatoid Arthritis Using Bayesian Networks: Diagnosis, Management, and Personalised Care (Doctoral dissertation, Queen Mary University of London).
Modelling the Effects of Brand Image Components on Advertising Awareness Using a Neuro-Fuzzy System
Master thesis in Management Engineering completed at Istanbul Technical University, Turkey, 2016. Download: https://ali-fahmi.github.io/files/theses/thesis_msc_ali_fahmi.pdf
Recommended citation: Fahmi, A. (2016). Modelling the Effects of Brand Image Components on Advertising Awareness Using a Neuro-Fuzzy System (Master dissertation, Istanbul Technical University).