Dr Erhan Pisirir
Research Assistant
School of Electronic Engineering and Computer Science
Queen Mary University of London
Queen Mary University of London
Research
decision support, explainable AI, clinical risk assessment, knowledge modelling
Publications
Publications of specific relevance to the Centre for Multimodal AI and Computing2025
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, Davenport R and Tai NR
Emergency Medicine Journal, Bmj
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 and 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 and 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 and Tai NRM
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 and 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 and Tai NRM
Military Medical Research, Springer Nature 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 and 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, Sevgi C and Uçar E
International Journal of Information Technology & Decision Making, World Scientific Publishing, 1-37.
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 and 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, Marsh W, Tai NRM and Perkins ZB
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 and 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, Pisirir E and Testik MC
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 and Yet B
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 and Sevgi C
Kybernetes, Emerald vol. 49 (3), 982-1019.
08-07-2019