2 papers
eess.IV2025
Expert Validation of Synthetic Cervical Spine Radiographs Generated with a Denoising Diffusion Probabilistic Model
Austin A. Barr, Brij S. Karmur, Anthony J. Winder +11
Machine learning in neurosurgery is limited by challenges in assembling large, high-quality imaging datasets. Synthetic data offers a scalable, privacy-preserving solution. We eval…
cs.CV2025
Benchmarking DINOv3 for Multi-Task Stroke Analysis on Non-Contrast CT
Donghao Zhang, Yimin Chen, Kauê TN Duarte +8
Non-contrast computed tomography (NCCT) is essential for rapid stroke diagnosis but is limited by low image contrast and signal to noise ratio. We address this challenge by leverag…