Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous Malformations

arXiv:2403.15803v1 Announce Type: cross
Abstract: Familial cerebral cavernous malformation (FCCM) is a hereditary disorder characterized by abnormal vascular structures within the central nervous system. The FCCM lesions are often numerous and intricate, making quantitative analysis of the lesions a labor-intensive task. Consequently, clinicians face challenges in quantitatively assessing the severity of lesions and determining whether lesions have progressed. To alleviate this problem, we propose a quantitative statistical framework for FCCM, comprising an efficient annotation module, an FCCM lesion segmentation module, …

analysis arxiv assessment cerebral cs.cv disease eess.iv quantitative quantitative analysis type