Institute for High Performance Computing and Networking

A new image similarity metric for a perceptual and transparent geometric and chromatic assessment

Full-reference image quality assessment metrics such as PSNR and SSIM misalign with human perceptual judgments on texture and shape distortions, a limitation documented across multiple benchmarks. Deep perceptual metrics such as LPIPS substantially close this gap but produce opaq...

Embedding clinical event sequences enhances infection risk prediction in asplenic patients

Asplenic patients are predisposed to severe infections and other harmful health outcomes due to their compromised immune function. Accurately predicting these risk events is crucial to facilitate timely and personalised clinical interventions. This study aims to evaluate embeddin...