Light Gradient Boosting Machine for General Sentiment Classification on Short Texts: A Comparative Evaluation

Fatimah Alzamzami, Mohamad Hoda, Abdulmotaleb El Saddik

IEEE Access

Short TextsMachine LearningEngineeringCommunicationMultimodal Sentiment Analysis +22

Using a national surgical database to predict complications following posterior lumbar surgery and comparing the area under the curve and F1-score for the assessment of prognostic capability

Zachary DeVries, Eric Locke, Mohamad Hoda, +6

The Spine Journal

Prognostic AssessmentNational Surgical DatabaseLumbar SpinePatient SafetyDiagnosis +8

Development of an unsupervised machine learning algorithm for the prognostication of walking ability in spinal cord injury patients

Zachary DeVries, Mohamad Hoda, Carly S. Rivers, +8

The Spine Journal

Spinal Cord InjuryKinesiologyMachine LearningPrediction ModellingUnsupervised Machine +12

Impact of resident involvement on cervical and lumbar spine surgery outcomes

Kim Phan, Philippe Phan, Alexandra Stratton, +3

The Spine Journal

Lumbar SpineLumbar Spine SurgeryPatient SafetyOrthopaedicsOutcomes Research +7

Cloud-supported framework for patients in post-stroke disability rehabilitation

M. Shamim Hossain, Mohamad Hoda, Ghulam Muhammad, +2

Telematics and Informatics

Stroke RehabilitationAssistive TechnologyMedicineEducationNeurological Rehabilitation +7

Cloud-based rehabilitation and recovery prediction system for stroke patients

Mohamad Hoda, Yehya Hoda, Abbass Hage, +2

Cluster Computing

NeurorehabilitationRehabilitation RoboticsStroke RehabilitationMedicineFunctional Recovery +8

Soccer Fans Sentiment through the Eye of Big Data: The UEFA Champions League as a Case Study

Samah Aloufi, Fatimah Alzamzami, Mohamad Hoda, +1

Online Soccer ContentsSoccer Fans SentimentEngineeringPublic OpinionCommunication +20

A Novel Study on Natural Robotic Rehabilitation Exergames Using the Unaffected Arm of Stroke Patients

Mohamad Hoda, Yehya Hoda, Atif Alamri, +2

International Journal of Distributed Sensor Networks

Haptic FeedbackAffected HandWearable TechnologyUpper ExtremityHaptic Technology +25

Cloud-based rehabilitation exergames system

Mohamad Hoda, Haiwei Dong, Dewan Ahmed, +1

Engineering3D Pose EstimationWearable TechnologySensorimotor RehabilitationAccessible Game +19

Predicting muscle forces measurements from kinematics data using kinect in stroke rehabilitation

Mohamad Hoda, Yehya Hoda, Basim Hafidh, +1

Multimedia Tools and Applications