[HTML][HTML] Multimodal FDG-PET and EEG assessment improves diagnosis and prognostication of disorders of consciousness

B Hermann, J Stender, MO Habert, A Kas… - NeuroImage: Clinical, 2021 - Elsevier
… , we show that a multimodal approach combining FDG-PET and EEG provide complementary
information on DoC physiopathology improving both their diagnosis and prognostication. …

Multimodal EEG, MRI and PET data fusion for Alzheimer's disease diagnosis

R Polikar, C Tilley, B Hillis… - 2010 Annual international …, 2010 - ieeexplore.ieee.org
evaluation is to monitor the cognitive decline over time and eliminate other possible disorders.
… The images used in this study were FDG-PET images, where scanning began 30 minutes …

Multimodal neuroimaging approach to variability of functional connectivity in disorders of consciousness: a PET/MRI pilot study

C Cavaliere, S Kandeepan, M Aiello… - Frontiers in …, 2018 - frontiersin.org
assessments could not suffice to provide accurate diagnostic … We classified EEG background
activity on the basis of … for the FDG-PET of the patient in UWS (FDG-PET values region by …

Multiple-kernel support vector machine for predicting internet gaming disorder using multimodal fusion of PET, EEG, and clinical features

B Jeong, J Lee, H Kim, S Gwak, YK Kim… - Frontiers in …, 2022 - frontiersin.org
… We further identified the prediction accuracy of multiple-kernel SVM by … -FDG-PET in two
groups. However, when we conduct a two-sample t-test to compare the mean value of EEG and …

Integration of 18FDG-PET metabolic and functional connectomes in the early diagnosis and prognosis of the Alzheimer's disease

A Giuliano Zippo, I Castiglioni - Current Alzheimer Research, 2016 - ingentaconnect.com
… brain connectomic data from multimodal acquisitions by means of … the evaluation of dementia,
epilepsy and psychiatric disorders. … FDGPET imaging, EEG and sleep phenotypes as …

Advances in multimodal neuroimaging: hybrid MR–PET and MR–PET–EEG at 3 T and 9.4 T

NJ Shah, AM Oros-Peusquens, J Arrubla… - Journal of Magnetic …, 2013 - Elsevier
… the tumour suggesting a favourable prognosis. MRS (chemical … , psychological and
technical conditions. Neuroscientific … of brain metabolism via 18-FDG-PET, the striatal D2-receptors …

Simultaneous EEG–PET–fMRI measurements in disorders of consciousness: an exploratory study on diagnosis and prognosis

D Golkowski, K Merz, C Mlynarcik, T Kiel, B Schorr… - Journal of …, 2017 - Springer
… technical assessment employing fMRI, FDG-PET, and EEG of … can improve the diagnosis
of the current state and prognosis … of a multimodal technical assessment for the diagnosis and …

Multimodal fingerprints of resting state networks as assessed by simultaneous trimodal MR-PET-EEG imaging

NJ Shah, J Arrubla, R Rajkumar, E Farrher, J Mauler… - Scientific reports, 2017 - nature.com
… recorded under different physiological conditions. For clinical … ii) the metabolic activity
assessed via FDG PET in the DMN. … form of the multimodal fingerprint for individual prognosis and …

[HTML][HTML] … of combined multimodal neuroimaging and video-electroencephalography in intractable epilepsy patients for improved post-surgical outcome prediction

Y Kong, N Cheng, N Dang, XB Hu, GQ Zhang… - Clinical Radiology, 2022 - Elsevier
… of pre-surgical multimodality evaluation in predicting the freedom of … FDG-PET correlates
with the distribution of ictal EEG discharges. The combination of multimodal imaging and v-EEG

A Comprehensive Review on Synergy of Multi-Modal Data and AI Technologies in Medical Diagnosis

X Xu, J Li, Z Zhu, L Zhao, H Wang, C Song, Y Chen… - Bioengineering, 2024 - mdpi.com
… , utilizing brain 18F-FDG PET images to surmount the … in PET images pertinent to AD
prediction. They implement a data … a multi-modal feature fusion method that integrates EEG with …