Dr Erhan Pisirir
Postdoctorate Research Associate
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
Member of Dr William Marsh's Research Group
Research
decision support, explainable AI, clinical risk assessment, knowledge modelling
Publications
Publications of specific relevance to the Centre for Multimodal AI2025
Early clinical evaluation of a machine-learning system for risk prediction of trauma-induced coagulopathy in the prehospital settingMarsden MER Perkins ZB Pisirir E Marsh W Kyrimi E Rossetto A Lyon RL Weaver A et al.
Emergency Medicine Journal, Bmj vol. 42 (10), 654-661.
15-04-2025
2024
A scoping review, novel taxonomy and catalogue of implementation frameworks for clinical decision support systemsWohlgemut JM Pisirir E Stoner RS Perkins ZB Marsh W Tai NRM Kyrimi E
Bmc Medical Informatics and Decision Making, Springer Nature vol. 24 (1)
01-11-2024
Bayesian networks may allow better performance and usability than logistic regressionWohlgemut JM Pisirir E Stoner RS Kyrimi E Yet B Marsh W Perkins ZB Tai NRM
Critical Care, Springer Nature vol. 28 (1)
11-07-2024
Identification of major hemorrhage in trauma patients in the prehospital setting: diagnostic accuracy and impact on outcomeWohlgemut JM Pisirir E Stoner RS Kyrimi E Christian M Hurst T Marsh W Perkins ZB et al.
Trauma Surgery & Acute Care Open, Bmj vol. 9 (1)
01-01-2024
2023
Updating and recalibrating causal probabilistic models on a new target populationKyrimi E Stoner RS Perkins ZB Pisirir E Wohlgemut JM Marsh W Tai NRM
Journal of Biomedical Informatics, Elsevier vol. 149
09-12-2023
Enhancing the clinical relevance of haemorrhage prediction models in traumaTandle S Wohlgemut JM Marsden MER Pisirir E Kyrimi E Stoner RS Marsh W Perkins ZB et al.
Military Medical Research, Elsevier vol. 10 (1)
20-09-2023
Methods used to evaluate usability of mobile clinical decision support systems for healthcare emergencies: a systematic review and qualitative synthesisWohlgemut JM Pisirir E Kyrimi E Stoner RS Marsh W Perkins ZB Tai NRM
Jamia Open, Oxford University Press (OUP) vol. 6 (3)
04-07-2023
Factors Affecting the Adoption of Cloud for Software Development: A Case from TurkeyPisirir E Chouseinoglou O
International Journal of Information Technology & Decision Making, World Scientific Publishing vol. 24 (04), 997-1033.
04-07-2023
A Process for Evaluating Explanations for Transparent and Trustworthy AI Prediction ModelsPisirir E Wohlgemut JM Kyrimi E Stoner RS Perkins ZB Tai NRM Marsh DWR
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI). vol. 00, 388-397.
29-06-2023
Diagnostic accuracy of clinical examination to identify life- and limb-threatening injuries in trauma patientsWohlgemut JM Marsden MER Stoner RS Pisirir E Kyrimi E Grier G Christian M Hurst T et al.
Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine, Springer Nature vol. 31 (1)
07-04-2023
2022
The outcome of a prediction algorithm should be a true patient state rather than an available surrogateWohlgemut JM Kyrimi E Stoner RS Pisirir E Marsh W Perkins ZB Tai NRM
Journal of Vascular Surgery, Elsevier vol. 75 (4), 1495-1496.
01-04-2022
Digital twins in manufacturing: systematic literature review for physical–digital layer categorization and future research directionsAtalay M Murat U Oksuz B Parlaktuna AM
International Journal of Computer Integrated Manufacturing, Taylor & Francis vol. 35 (7), 679-705.
13-01-2022
2020
Integrating Risk into Project Control Using Bayesian NetworksPişirir E Sü Y
International Journal of Information Technology & Decision Making, World Scientific Publishing vol. 19 (05), 1327-1352.
01-08-2020
2019
Structural equation modeling in cloud computing studies: a systematic literature reviewPişirir E Uçar E Chouseinoglou O
Kybernetes, Emerald vol. 49 (3), 982-1019.
08-07-2019
Research Group
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