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“Let’s Build It and Find Out!” Next Steps for Personalized Patient Preference Prediction
Brian D. Earp, Sebastian Porsdam Mann, Tessa van Veenendaal, Jemima Winifred Allen, Sabine Salloch, Karin Jongsma, Matthias Braun, Walter Sinnott-Armstrong, Annette Rid, David Wendler & Julian Savulescu
American Journal of Bioethics 26 (1):1-6 (2026)
Abstract
In recent work, we introduced a Personalized Patient Preference Predictor (P4) that would make use of large language models (LLMs) trained on individual-specific data. The P4 would, if successfully...Author Profiles
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Citations of this work
The Enduring Promise of Personalising Patient Preference Prediction.Brian D. Earp, Sebastian Porsdam Mann, Tessa van Veenendaal, Jemima Allen, Sabine Salloch, Karin Jongsma, Matthias Braun, Walter Sinnott-Armstrong, Julian Savulescu, David Wendler & Annette Rid - 2026 - Neuroethics 19 (1):17.
AI preference prediction beyond substituted judgement: enhancing best interest decision-making.Daniel Elliot Weissglass, Xinyu Zhou, Wai Yan Min Htike, Yifan Huang, Yujun Li, Marwa Mouzahim & Kangpei Yu - forthcoming - Journal of Medical Ethics.
Digital bioethics: exploring an emerging field.Georg Starke, Wolf-Tilo Balke, Lasse Benzinger, Oliver Buchholz, Manuel Burghardt, Lukas J. Meier, Emilian Mihailov, Eva Seidlmayer, Robert Ranisch, Frank Ursin, Effy Vayena & Sabine Salloch - forthcoming - Medicine, Health Care and Philosophy:1-15.
Entering self-inflicted immaturity? Artificial intelligence-based decision support and the risk of moral deskilling in medical ethics.Georg Starke - forthcoming - Ethik in der Medizin:1-15.
References found in this work
A Personalized Patient Preference Predictor for Substituted Judgments in Healthcare: Technically Feasible and Ethically Desirable.Brian D. Earp, Sebastian Porsdam Mann, Jemima Allen, Sabine Salloch, Vynn Suren, Karin Jongsma, Matthias Braun, Dominic Wilkinson, Walter Sinnott-Armstrong, Annette Rid, David Wendler & Julian Savulescu - 2024 - American Journal of Bioethics 24 (7):13-26.
Digital twins or AI SIMs? What to call generative AI systems designed to emulate specific individuals, in healthcare settings and beyond.Cristina Voinea, Sebastian Porsdam Mann & Brian D. Earp - forthcoming - Journal of Medical Ethics.
Respecting formerly autonomous persons: clarifying the role of the Personalised Patient Preference Predictor (P4) in substituted judgement.Brian D. Earp, Sebastian Porsdam Mann, Tessa van Veenendaal, Jemima Winifred Allen, Sabine Salloch, Karin Rolanda Jongsma, Matthias Braun, Walter Sinnott-Armstrong, Julian Savulescu, Annette Rid & David Wendler - 2025 - Journal of Medical Ethics 51 (7):462-464.
Personalized Patient Preference Predictors Are Neither Technically Feasible nor Ethically Desirable.Nathaniel Sharadin - 2024 - American Journal of Bioethics 24 (7):62-65.
Use of a Patient Preference Predictor to Help Make Medical Decisions for Incapacitated Patients.A. Rid & D. Wendler - 2014 - Journal of Medicine and Philosophy 39 (2):104-129.
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