Nils D. Forkert

Fairness-related performance and explainability effects in deep learning models for brain image analysis

2022 · 37 Zit. · Journal of Medical Imaging

An international study presenting a federated learning AI platform for pediatric brain tumors

2024 · 33 Zit. · Nature Communications

Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging

2024 · 20 Zit. · Journal of the American Medical Informatics Association

Disproportionate Subgroup Impacts and Other Challenges of Fairness in Artificial Intelligence for Medical Image Analysis

2022 · 17 Zit. · Lecture notes in computer science

Challenges and Potential of Artificial Intelligence in Neuroradiology

2024 · 8 Zit. · Clinical Neuroradiology

On the Relationship Between Open Science in Artificial Intelligence for Medical Imaging and Global Health Equity

2023 · 5 Zit. · Lecture notes in computer science

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

2025 · 4 Zit. · Nature Communications

Towards objective and systematic evaluation of bias in artificial intelligence for medical imaging

2023 · 2 Zit. · arXiv (Cornell University)

Connecting algorithmic fairness and fair outcomes in a sociotechnical simulation case study of AI-assisted healthcare

2025 · 0 Zit. · Nature Communications

Distinct visual biases affect humans and artificial intelligence in medical imaging diagnoses

2025 · 0 Zit. · npj Digital Medicine

Simulating Inter-observer Variability Across Clinical Experience Levels for Brain Tumour Segmentation

2025 · 0 Zit. · Lecture notes in computer science

Assessing the Impact of Sociotechnical Harms in AI-Based Medical Image Analysis

2024 · 0 Zit. · Lecture notes in computer science

Developing Machine Learning Models for Cognitive Disorder Classification Using Administrative Health Data and Specialist‐Confirmed Diagnoses

2025 · 0 Zit. · Alzheimer s & Dementia

Using domain adaptation and inductive transfer learning to improve patient outcome prediction in the intensive care unit

2023 · 0 Zit. · Research Square (Research Square)