BACKGROUND
Deep learning-based aneurysm segmentation using 3D time-of-flight magnetic resonance angiography (TOF-MRA) offers promising non-invasive screening, but its accuracy and generalizability remain limited.
PURPOSE
To develop a deep learning model for intracranial aneurysm detection and segmentation on MRA, and...
Xiao-Rong Chen, Jiang-Feng Pan, Jia-Qi Xu et al.· Journal of Cardiovascular Ma...· 0 citations
Thyroid ultrasound diagnosis requires coordinated lesion localization, measurement, risk stratification and reporting, yet most AI systems address these tasks in isolation and provide limited support for clinical review. We present ThyroidXAgent, a clinician-interactive agentic AI system that coordinates specialized di...
Haifan Gong, Shiyu Chen, Bodong Wang et al.· 0 citations
The proposed Path2ST is a hierarchically grounded autoregressive framework featuring three key components: a Hierarchical Cell-Tissue Conditioning mechanism that fuses explicit and implicit cellular features with tissue-level semantic representations to construct hierarchical conditioning signals.
Ruo-Chen Liu, Wei Lou· 0 citations
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