Unique presentation of acute neuro-Behçet's disease involving a cytotoxic oedema core surrounded by vasogenic oedema.

A 53-year-old woman with recurrent stomatitis, genital ulcers, and folliculitis was admitted to Tokyo Medical University Hospital after experiencing visual disturbances for the past 2 weeks and a nonthrobbing headache for the past 3 days. She had also developed numbness in her left extremities. An ophthalmological examination revealed inflammatory changes in the eye.

On the effectiveness of a contrastive cascade graph learning framework: The power of synthetic cascade data.

Analyzing the dynamics of information diffusion cascades and accurately predicting their behavior holds significant importance in various applications. In this paper, we concentrate specifically on a recently introduced contrastive cascade graph learning framework, for the task of predicting cascade popularity. This framework follows a pre-training and fine-tuning paradigm to address cascade prediction tasks.