Evaluating the Impact of Radiographic Noise on Chest X-ray Semantic Segmentation and Disease Classification Using a Scalable Noise Injection Framework

Derek Jiu, Kiran Nijjer, Nishant Chinta, Ryan Bui, Kevin Zhu

September 28, 2025