AI researcher · Palo Alto
I work in radiology AI to help radiologists save time.
Lead or senior author in Nature, Nature Medicine, Nature Biomedical Engineering, ACL, EMNLP, NeurIPS and ICLR.
Long-form reading notes on radiology AI papers, with a focus on report generation.
The report-generation side of NVIDIA’s NV-Reason-CT: all 13,824 visual tokens, radiologist-guided reasoning data and GRPO on finding lists, and what its CT-RATE, Merlin and RAD-ChestCT comparisons can and can’t support.
The report-generation side of DKFZ’s 2.16M-volume radiology foundation model: where the data came from, how a 674M 3D ViT was pretrained without a single report, how it was wired into Qwen2.5-VL-3B, and what the appendix numbers show.
