On the ethics of algorithmic decision-making in healthcare T Grote, P Berens Journal of medical ethics 46 (3), 205-211, 2020 | 433 | 2020 |
Beyond generalization: a theory of robustness in machine learning T Freiesleben, T Grote Synthese 202 (4), 109, 2023 | 43 | 2023 |
How competitors become collaborators—Bridging the gap (s) between machine learning algorithms and clinicians T Grote, P Berens Bioethics 36 (2), 134-142, 2022 | 34 | 2022 |
Randomized controlled trials in medical AI: A methodological critique K Genin, T Grote Philosophy of Medicine 2 (1), 1-15, 2021 | 32 | 2021 |
Enabling fairness in healthcare through machine learning T Grote, G Keeling Ethics and Information Technology 24 (3), 39, 2022 | 27 | 2022 |
Trustworthy medical AI systems need to know when they don’t know T Grote Journal of medical ethics 47 (5), 337-338, 2021 | 23 | 2021 |
On algorithmic fairness in medical practice T Grote, G Keeling Cambridge Quarterly of Healthcare Ethics 31 (1), 83-94, 2022 | 21 | 2022 |
Randomised controlled trials in medical AI: ethical considerations T Grote Journal of Medical Ethics 48 (11), 899-906, 2022 | 17 | 2022 |
Uncertainty, evidence, and the integration of machine learning into medical practice T Grote, P Berens The Journal of Medicine and Philosophy: A Forum for Bioethics and Philosophy …, 2023 | 14 | 2023 |
Can robots do epidemiology? Machine learning, causal inference, and predicting the outcomes of public health interventions A Broadbent, T Grote Philosophy & Technology 35 (1), 14, 2022 | 11 | 2022 |
Algorithmic decision-making and the problem of control T Grote, E Di Nucci Technology, anthropology, and dimensions of responsibility, 97-113, 2020 | 11 | 2020 |
Reliability in machine learning T Grote, K Genin, E Sullivan Philosophy Compass 19 (5), e12974, 2024 | 8 | 2024 |
Predicting and explaining with machine learning models: Social science as a touchstone O Buchholz, T Grote Studies in History and Philosophy of Science 102, 60-69, 2023 | 7 | 2023 |
A paradigm shift?-On the ethics of medical large language models T Grote, P Berens Bioethics, 2024 | 6 | 2024 |
The Allure of Simplicity: On Interpretable Machine Learning Models in Healthcare T Grote Philosophy of Medicine 4 (1), 2023 | 6 | 2023 |
Machine learning in healthcare and the methodological priority of epistemology over ethics T Grote Inquiry, 1-30, 2024 | 5 | 2024 |
Fairness as adequacy: a sociotechnical view on model evaluation in machine learning T Grote AI and Ethics 4 (2), 427-440, 2024 | 2 | 2024 |
Sollten Eltern die Bilder ihrer Kinder auf sozialen Medien teilen dürfen? Über elterliche Rechte und Pflichten zum Schutz der kindlichen Privatsphäre M Kim, T Grote Neue Technologien–neue Kindheiten? Ethische und bildungsphilosophische …, 2020 | 2 | 2020 |
Foundation models in healthcare require rethinking reliability T Grote, T Freiesleben, P Berens Nature Machine Intelligence, 1-3, 2024 | 1 | 2024 |
Computational psychiatry and the evolving concept of a mental disorder K Genin, T Grote, T Wolfers Synthese 204 (3), 88, 2024 | 1 | 2024 |