Christian F. Baumgartner

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

2020 · 40 Zit. · Lecture notes in computer science

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

2024 · 22 Zit. · npj Digital Medicine

Cascaded Transforming Multi-task Networks For Abdominal Biometric Estimation from Ultrasound

2018 · 9 Zit.

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

2022 · 6 Zit. · Lecture notes in computer science

A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset

2025 · 5 Zit. · Scientific Data

Navigating Data Scarcity Using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical Imaging

2024 · 4 Zit. · Lecture notes in computer science

Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals

2025 · 0 Zit. · The Journal of Machine Learning for Biomedical Imaging

Is Uncertainty Quantification a Viable Alternative to Learned Deferral?

2025 · 0 Zit. · ArXiv.org