Magnetic resonance imaging and computed tomography from multiple batches (eg sites,
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …

Emergency Radiology is a unique branch of imaging, as rapidity in the diagnosis and
management of different pathologies is essential to saving patients' lives. Artificial …

Timely diagnosis and accurate phenotyping of amyotrophic lateral sclerosis (ALS) is of
paramount importance for the clinical management of patients. Magnetic Resonance …

Objectives The aims of this study were to determine whether ComBat harmonization
improves multiclass radiomics-based tissue classification in technically heterogeneous MRI …

Pooling publicly-available MRI data from multiple sites allows to assemble extensive groups
of subjects, increase statistical power, and promote data reuse with machine learning …

Background Parkinson's disease (PD) is the second most common neurodegenerative
disease. An objective diagnosis method is urgently needed in clinical practice. In this study …

Background Although the importance of quantitative SPECT has increased tremendously
due to newly developed therapeutic radiopharmaceuticals, there are still no accreditation …

Introduction Primary Progressive Aphasia (PPA) is a neurodegenerative disease
characterized by linguistic impairment. The two main clinical subtypes are semantic (svPPA) …

Medical imaging technologies have undergone extensive development, enabling non-
invasive visualization of clinical information. The traditional review of medical images by …

Background Parkinson's disease (PD) is an irreversible, chronic degenerative disease of the
central nervous system, potentially associated with cerebral white matter (WM) lesions …