MRI pipelineRadiomicsThis paper introduces the Automated Lesion and Feature Extraction (ALFE) pipeline, an open-source, Python-based pipeline that consumes MR images of the brain and produces anatomical segmentations, lesion segmentations, and human-interpretable imaging features describing the lesions ...
Tinnitus is commonly experienced as ringing, hissing or noise in the ears in the absence of any corresponding physical sound source in the environment (Baguley et al.2013; Cederroth et al.2019). Such phantom auditory sensations are one of the main otological symptoms frequently associated with pu...
Deep-learning methods for auto-segmenting brain images either segment one slice of the image (2D), five consecutive slices of the image (2.5D), or an entire volume of the image (3D). Whether one approach is superior for auto-segmenting brain images is no
[34], and these may have the quality of being tonal vs. complex [34]. The diverse nature of tinnitus and its complex pathophysiology, without an easily identifiable aberrant lesion or structure, makes it a unique treatment challenge. The concurrent psychological symptoms often seen further ...