Combined brain topological metrics with machine learning to distinguish essential tremor and tremor-dominant Parkinson's disease.
Pan XiaoQin LiHonge GuiBintao XuXiaole ZhaoHongyu WangLi TaoHuiyue ChenHansheng WangFajin LvTianyou LuoOumei ChengJin LuoYun ManZheng XiaoWeidong FangPublished in: Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology (2024)
These results demonstrated that combining topological metrics with ML algorithms could not only achieve high classification accuracy for discrimination ET, tPD, and HCs but also help to reveal the potential brain topological network pathogenesis in ET and tPD.