Noninvasive Grading of Glioma Tumor Using Magnetic Resonance Imaging with Convolutional Neural Networks

Saed Khawaldeh, Usama Pervaiz, Azhar Rafiq, +1

Applied Sciences

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningGlioma +22

Subthalamic nucleus activity dynamics and limb movement prediction in Parkinson’s disease

Saed Khawaldeh, Gerd Tinkhauser, Syed Ahmar Shah, +10

Brain

Motor LearningBasal GangliaMotor ControlSocial SciencesKinesiology +29

Combining Multimodal Biomarkers to Guide Deep Brain Stimulation Programming in Parkinson Disease

Ashesh Shah, T. A. Khoa Nguyen, Katrin Peterman, +13

Neuromodulation Technology at the Neural Interface

Balance between competing spectral states in subthalamic nucleus is linked to motor impairment in Parkinson’s disease

Saed Khawaldeh, Gerd Tinkhauser, Flavie Torrecillos, +12

Brain

Spectral StatesNeurophysiological BiomarkersLocal Field PotentialsSocial SciencesNeurodynamics +22

Electrophysiological differences between upper and lower limb movements in the human subthalamic nucleus

Gerd Tinkhauser, Syed Ahmar Shah, Petra Fischer, +11

Clinical Neurophysiology

Gait-Phase Modulates Alpha and Beta Oscillations in the Pedunculopontine Nucleus

Shenghong He, Alceste Deli, Petra Fischer, +8

Journal of Neuroscience

Design and simulation‐based performance evaluation of a miniaturised implantable antenna for biomedical applications

Tajwar Abrar Aleef, Yeman Brhane Hagos, Vu Hoang Minh, +2

Micro & Nano Letters

Tissue EngineeringMedical ElectronicsEngineeringMedical TechnologyBiomedical Telemetry +20

Closed-loop DBS triggered by real-time movement and tremor decoding based on thalamic LFPs for essential tremor

Shenghong He, Jean Debarros, Saed Khawaldeh, +6

Stimulation DeviceMotor ThalamusClosed-loop DbsComputational NeuroscienceReal-time Movement +13

Taxonomic Classification for Living Organisms Using Convolutional Neural Networks

Saed Khawaldeh, Usama Pervaiz, Mohammed Elsharnoby, +2

Genes

Animal TaxonomyEngineeringTaxonomyDna BarcodingClassification Method +17

NIML: non‐intrusive machine learning‐based speech quality prediction on VoIP networks

Rami S. Alkhawaldeh, Saed Khawaldeh, Usama Pervaiz, +2

IET Communications