… also include isolated brainstem syndromes, cerebellar involvement, … Prediction based on
machine learning techniques is very … of conversion to MS is to estimate the risk of the disease …

… and the progression of clinically isolated syndromes (CIS) to … CIS has a higher risk of early
conversion to MS (HR, 2.0; 95% … have no statistical significance for predicting prognosis (18, …

… DTI parameters together with brain volumetry in patients with early-stage CIS may be useful
in predicting conversion … Clinically isolated syndrome (CIS) is a monophasic clinical episode …

… In patients with the clinically isolated syndrome (CIS), a higher number … non-lesional tissue
and along specific WM tracts (71, 72). These techniques include diffusion tensor imaging (DTI…

… exclusion: from the JHU ICBM-DTI-81 atlas, provided with FSL in … not to separate tissue in
lesional and non lesional masks. … the clinical translation potential of network measures for the …

… , both within focal lesions and in the non-lesional tissue of both … with a so-called
clinically isolated syndrome, and is a … in this regard than traditional DTI-based measures [Citation113]. …

… MS/CIS patients with conversion to disability progression compared to … in a cohort of patients
with clinically isolated syndrome (CIS) and MS. … metrics, such change in lesion DTI or MTR. …

… Ninety MS patients (12 clinically isolated syndrome, 30 relapsing-… of a shorter conversion
into a clinically definite MS (Kugler and … of MS clinical profiles based on brain DTI acquisition. …

… image with a rigid body transformation (degrees of freedom = … with clinical changes in clinical
isolated syndrome (CIS) or … (DTI) to explore cerebellar changes in RRMS have observed …

… information such as lesion location, non-lesional white matter or … the JHU ICBM-DTI atlas,
separately for MS patients and healthy … questions such as predicting disease progression or …