Philipp Berens

On the ethics of algorithmic decision-making in healthcare

2019 · 501 Zit. · Journal of Medical Ethics

How competitors become collaborators—Bridging the gap(s) between machine learning algorithms and clinicians

2021 · 50 Zit. · Bioethics

The landscape of biomedical research

2024 · 49 Zit. · Patterns

Clinical validation of saliency maps for understanding deep neural networks in ophthalmology

2022 · 42 Zit. · Medical Image Analysis

Distribution shift detection for the postmarket surveillance of medical AI algorithms: a retrospective simulation study

2024 · 22 Zit. · npj Digital Medicine

The landscape of biomedical research

2023 · 17 Zit. · bioRxiv (Cold Spring Harbor Laboratory)

Uncertainty, Evidence, and the Integration of Machine Learning into Medical Practice

2023 · 16 Zit. · The Journal of Medicine and Philosophy A Forum for Bioethics and Philosophy of Medicine

A paradigm shift?—On the ethics of medical large language models

2024 · 15 Zit. · Bioethics

Proprietary data formats block health research

2019 · 8 Zit. · Nature

ChatGPT und die deutsche Facharztprüfung für Augenheilkunde: eine Evaluierung

2024 · 5 Zit. · Die Ophthalmologie

Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging

2024 · 3 Zit. · Lecture notes in computer science

Meet the authors: Rita González-Márquez, Philipp Berens, and Dmitry Kobak

2024 · 0 Zit. · Patterns