3 papers
cs.CV2025
MediAug: Exploring Visual Augmentation in Medical Imaging
Xuyin Qi, Zeyu Zhang, Canxuan Gang +4
Data augmentation is essential in medical imaging for improving classification accuracy, lesion detection, and organ segmentation under limited data conditions. However, two signif…
cs.CV2025
MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction
Xuyin Qi, Zeyu Zhang, Huazhan Zheng +19
Bone density prediction via CT scans to estimate T-scores is crucial, providing a more precise assessment of bone health compared to traditional methods like X-ray bone density tes…
eess.IV2025
ProjectedEx: Enhancing Generation in Explainable AI for Prostate Cancer
Xuyin Qi, Zeyu Zhang, Aaron Berliano Handoko +11
Prostate cancer, a growing global health concern, necessitates precise diagnostic tools, with Magnetic Resonance Imaging (MRI) offering high-resolution soft tissue imaging that sig…