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Publications
- GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI
- Tokenizer-Generator Coupling in Medical Image Generation
- Gradient-manifold alignment scheduling for physics-guided diffusion
- Robust Deep Learning for Stroke Detection in Clinical Neuroimaging
- Self-directed multimodal AI: multi-turn reasoning vision–language models for rare brain pathology
- Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning
- Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic Data
- Synthetic Data for Robust Stroke Segmentation
- DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge
- LKA: Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation
- Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels