A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation

par Fidon, Lucas
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2024)

TISS-net Brain tumor image synthesis and segmentation using cascaded dual-task networks and error-prediction consistency

par Wu, Jianghao
Publié dans: Neurocomputing (2023)

Deep Learning for Instrumented Ultrasonic Tracking From Synthetic Training Data to In Vivo Application

par Maneas, Efthymios
Publié dans: IEEE transactions on ultrasonics, ferroelectrics, and frequency control (2022)

DeepIGeoS A Deep Interactive Geodesic Framework for Medical Image Segmentation

par Wang, Guotai
Publié dans: IEEE transactions on pattern analysis and machine intelligence (2019)

Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

par Wang, Guotai
Publié dans: Neurocomputing (2019)