cross-institutional robustness 1ct report generation 1foundation models 1medical imaging 1reinforcement learning 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Astra: a generalizable report generation foundation model for 3D computed tomography
Zhuhao Wang, Fang Chen, Chaohui Yu +19
Astra is a foundation model that automatically generates radiology reports from thoracoabdominal CT scans, handling multiple organ regions and maintaining consistent style across d…
cs.CV2025
MSA2-Net: Utilizing Self-Adaptive Convolution Module to Extract Multi-Scale Information in Medical Image Segmentation
Chao Deng, Xiaosen Li, Xiao Qin
The nnUNet segmentation framework adeptly adjusts most hyperparameters in training scripts automatically, but it overlooks the tuning of internal hyperparameters within the segment…