Review of medical decision support and machine-learning methods

A Awaysheh, J Wilcke, F Elvinger, L Rees… - Veterinary …, 2019 - journals.sagepub.com
Machine-learning methods can assist with the medical decision-making processes at the
both the clinical and diagnostic levels. In this article, we first review historical milestones and …

Alzheimer's disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions

A Elazab, C Wang, M Abdelaziz, J Zhang, J Gu… - Expert Systems with …, 2024 - Elsevier
Alzheimer's Disease (AD) is the most prevalent and rapidly progressing neurodegenerative
disorder among the elderly and is a leading cause of dementia. AD results in significant …

Upper limb ischemic preconditioning prevents recurrent stroke in intracranial arterial stenosis

R Meng, K Asmaro, L Meng, Y Liu, C Ma, C Xi, G Li… - Neurology, 2012 - AAN Enterprises
Objective: This study aims to evaluate protective effects of brief repetitive bilateral arm
ischemic preconditioning (BAIPC) on stroke recurrence in patients with symptomatic …

[HTML][HTML] Multiclass classification of FDG PET scans for the distinction between Parkinson's disease and atypical parkinsonian syndromes

G Garraux, C Phillips, J Schrouff, A Kreisler… - NeuroImage: Clinical, 2013 - Elsevier
Most available pattern recognition methods in neuroimaging address binary classification
problems. Here, we used relevance vector machine (RVM) in combination with booststrap …

Clinical characteristics and neuroimaging findings in internal jugular venous outflow disturbance

D Zhou, J Ding, K Asmaro, L Pan, J Ya… - Thrombosis and …, 2019 - thieme-connect.com
Recently, internal jugular vein stenosis (IJVS) is gaining increasing attention from clinical
researchers due to a series of confounding symptoms that impair the quality of life in affected …

Perfusion SPECT and FDG-PET

K Herholz - International psychogeriatrics, 2011 - cambridge.org
Both perfusion SPECT and FDG-PET provide images that closely reflect neuronal activity.
There is a characteristic regional impairment in Alzheimer's disease (AD) that involves …

MALDI imaging MS reveals candidate lipid markers of polycystic kidney disease [S]

H Ruh, T Salonikios, J Fuchser, M Schwartz… - Journal of lipid …, 2013 - ASBMB
Autosomal recessive polycystic kidney disease (ARPKD) is a severe, monogenetically
inherited kidney and liver disease. PCK rats carrying the orthologous mutant gene serve as …

Principles and applications of nuclear medical imaging: a survey on recent developments

F Kharfi - Imaging Radioanal. Tech. Interdiscip. Res.-Fundam …, 2013 - books.google.com
The main difference between nuclear imaging and other radiologic tests is that nuclear
imaging assesses how organs function, whereas other imaging methods assess anatomy, or …

Multimodality approach in cryptogenic epilepsy with focus on morphometric 3T MRI

MT Doelken, A Mennecke, HJ Huppertz… - Journal of …, 2012 - Elsevier
PURPOSE: This study aimed to investigate the potential contribution of morphometric MRI
analysis in comparison to other modalities, such as MEG, SPECT and PET, in identifying the …

[HTML][HTML] Clinical and neuroimaging correlates among cohorts of cerebral arteriostenosis, venostenosis and arterio-venous stenosis

J Ding, J Guan, G Rajah, D Dornbos III, W Li… - Aging (Albany …, 2019 - ncbi.nlm.nih.gov
The purpose of this study was to discriminate the clinical and imaging correlates of cerebral
arterial stenosis (CAS), venous stenosis (CVS) and arterio-venous stenosis (CAVS) in the …