Alexander Ziller
Tumaini University · TZ
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
End-to-end privacy preserving deep learning on multi-institutional medical imaging
2021 · 433 Zit. · Nature Machine Intelligence
Medical imaging deep learning with differential privacy
2021 · 143 Zit. · Scientific Reports
Reconciling privacy and accuracy in AI for medical imaging
2024 · 52 Zit. · Nature Machine Intelligence
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
2024 · 33 Zit. · Communications Medicine
Differentially private federated deep learning for multi-site medical image segmentation
2022 · 16 Zit. · Research Square (Research Square)
Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging
2023 · 12 Zit. · arXiv (Cornell University)
Privacy-preserving medical image analysis
2020 · 7 Zit. · arXiv (Cornell University)
Artificial Intelligence in Medicine and Privacy Preservation
2021 · 4 Zit. · Artificial Intelligence in Medicine
Differentially private federated deep learning for multi-site medical image segmentation
2021 · 2 Zit. · arXiv (Cornell University)
Artificial Intelligence in Medicine and Privacy Preservation
2022 · 1 Zit. · Artificial Intelligence in Medicine
On Arbitrary Predictions from Equally Valid Models
2025 · 0 Zit. · ArXiv.org