Mattias P. Heinrich‬

Attention-augmented U-Net (AA-U-Net) for semantic segmentation

2022 · 54 Zit. · Signal Image and Video Processing

Dynamic deformable attention network (DDANet) for COVID-19 lesions semantic segmentation

2021 · 29 Zit. · Journal of Biomedical Informatics

Biomedical image analysis competitions: The state of current participation practice

2022 · 17 Zit. · arXiv (Cornell University)

Leveraging Semantic Information for Sonographic Wrist Fracture Assessment Within Children

2023 · 1 Zit. · Informatik aktuell

Impact of Radiologist Experience on AI Annotation Quality in Chest Radiographs: A Comparative Analysis

2025 · 1 Zit. · Diagnostics

Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students

2022 · 1 Zit. · arXiv (Cornell University)

Scalable Clinical Annotation with Location Evidence (SCALE)

2025 · 0 Zit. · Computers in Biology and Medicine

Kinder, Knochen und künstliche Intelligenz

2025 · 0 Zit. · Monatsschrift Kinderheilkunde