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Paul Festor
Paul Festor
Zweryfikowany adres z imperial.ac.uk
Tytuł
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Assuring the safety of AI-based clinical decision support systems: a case study of the AI Clinician for sepsis treatment
P Festor, Y Jia, A Gordon, A Faisal, I Habli, M Komorowski
BMJ Health and Care Informatics 29 (1), 2022
192022
Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition
P Festor, G Luise, M Komorowski, AA Faisal
IMLH - ICML 2021, 2021
92021
Levels of autonomy and safety assurance for AI-Based clinical decision systems
P Festor, I Habli, Y Jia, A Gordon, AA Faisal, M Komorowski
Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops: DECSoS …, 2021
82021
MIDAS: Deep learning human action intention prediction from natural eye movement patterns
P Festor, A Shafti, A Harston, M Li, P Orlov, AA Faisal
arXiv preprint arXiv:2201.09135, 2022
62022
Quantifying the impact of AI recommendations with explanations on prescription decision making
M Nagendran, P Festor, M Komorowski, AC Gordon, AA Faisal
NPJ Digital Medicine 6 (1), 206, 2023
32023
Quantifying the impact of AI recommendations with explanations on prescription decision making: an interactive vignette study
M Nagendran, P Festor, M Komorowski, A Gordon, A Faisal
12023
Deep learning human action intention classification from natural eye movement patterns
A Shafti, P Festor, P Orlov, M Li, AA Faisal
Journal of Vision 21 (9), 2715-2715, 2021
12021
Towards a Research Community in Interpretable Reinforcement Learning: the InterpPol Workshop
H Kohler, Q Delfosse, P Festor, P Preux
arXiv preprint arXiv:2404.10906, 2024
2024
Interaction of doctors with explainable RL decision support via behavioural readouts of eye-tracking
M Nagendran, P Festor, M Komorowski, AC Gordon, AA Faisal
Sixteenth European Workshop on Reinforcement Learning, 2023
2023
Eye-tracking of clinician behaviour with explainable AI decision support: a high-fidelity simulation study
M Nagendran, P Festor, M Komorowski, A Gordon, AA Faisal
ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH), 2023
2023
Evaluating the Human Safety Net: Observational study of Physician Responses to Unsafe AI Recommendations in high-fidelity Simulation
P Festor, M Nagendran, AC Gordon, AA Faisal, M Komorowski
medRxiv, 2023.10. 03.23296437, 2023
2023
Data-driven decision support for individualised cardiovascular resuscitation in sepsis: a scoping review and primer for clinicians
FJR Catling, M Nagendran, P Festor, Z Bien, S Harris, AA Faisal, ...
medRxiv, 2023.08. 26.23294666, 2023
2023
Clinical Evaluation Framework Using Behavioural & Visual Attention Read-Outs for Explainable AI (XAI)
M Nagendran, PGRE Festor, M Komorowski, AC Gordon, AAA Faisal
Available at SSRN 4496127, 0
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