2 papers
cs.AI2026
SURE-Med: Systematic Uncertainty Reduction for Enhanced Reliability in Medical Report Generation
Yuhang Gu, Xingyu Hu, Yuyu Fan +3
Automated medical report generation (MRG) holds great promise for reducing the heavy workload of radiologists. However, its clinical deployment is hindered by three major sources o…
eess.IV2025
A Physics-Driven Neural Network with Parameter Embedding for Generating Quantitative MR Maps from Weighted Images
Lingjing Chen, Chengxiu Zhang, Yinqiao Yi +9
We propose a deep learning-based approach that integrates MRI sequence parameters to improve the accuracy and generalizability of quantitative image synthesis from clinical weighte…