Precise vesical wall staging of bladder cancer in the era of precision medicine: has it been fulfilled?

MR Nouh, O Ezz Eldin - Abdominal Radiology, 2024 - Springer
Urinary bladder cancer is a global disease that poses medical and socioeconomic
challenges to patients and healthcare systems. Predicting detrusor invasiveness and …

FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation

Z Deng, Z Xu, T Isshiki, Y Zheng - arxiv preprint arxiv:2501.07378, 2025 - arxiv.org
Medical image segmentation is challenging due to the diversity of medical images and the
lack of labeled data, which motivates recent developments in federated semi-supervised …

FAME: A Federated Adversarial Learning Framework for Privacy-Preserving MRI Reconstruction

S Ahmed, J Feng, J Ferzund, M Yaqub, MU Ali… - Applied Magnetic …, 2025 - Springer
Abstract Magnetic Resonance Imaging (MRI) is a crucial tool in medical diagnostics, yet
reconstructing high-quality images from under-sampled k-space data poses significant …