David Szmulewicz

According to our database, David Szmulewicz authored at least 29 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Technological Evolution in the Instrumentation of Ataxia Severity Measurement.

Thang Ngo, Pubudu N. Pathirana, Malcolm K. Horne, Louise A. Corben, Ian H. Harding, David J. Szmulewicz

IEEE Access, 2023

Machine Learning Based Diagnosis of Vertigo using Video Head Impulse Test.

Mahen B. Pathirana, David J. Szmulewicz

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Modified Recurrence Quantification Analysis for Objective Assessment of Cerebellar Ataxia.

Thang Ngo, Lahiru Laminda Abeysekara, Pubudu N. Pathirana, Louise A. Corben, Martin B. Delatycki, Malcolm Horne, David J. Szmulewicz, Melissa Roberts, Sarah C. Milne

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Bayesian Network Approach for Friedreich Ataxia Severity Classification using Probability Modelling.

Sahan Dissanayake, Ragil Krishna, Pubudu N. Pathirana, Malcolm K. Horne, David J. Szmulewicz, Louise A. Corben

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Novel Feature from Instrumented Utensils for Clinical Assessment of Friedreich Ataxia.

Lahiru Laminda Abeysekara, Chandima Kolambahewage, Pubudu N. Pathirana, Malcolm Horne, David J. Szmulewicz, Louise A. Corben

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Study of Upper-Limb Motion using Kinematic Measures for Clinical Assessment of Cerebellar Ataxia.

Lahiru Laminda Abeysekara, Bipasha Kashyap, Chandima Kolambahewage, Pubudu N. Pathirana, Malcolm Horne, David J. Szmulewicz

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Blockchained Federated Learning for Privacy and Security Preservation: Practical Example of Diagnosing Cerebellar Ataxia.

Thang Ngo, Dinh C. Nguyen, Pubudu N. Pathirana, Louise A. Corben, Malcolm Horne, David J. Szmulewicz

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Quantitative Assessment of Friedreich Ataxia via Self-Drinking Activity.

Ragil Krishna, Pubudu N. Pathirana, Malcolm K. Horne, Louise A. Corben, David J. Szmulewicz

IEEE J. Biomed. Health Informatics, 2021

Balance Deficits due to Cerebellar Ataxia: A Machine Learning and Cloud-Based Approach.

Thang Ngo, Pubudu N. Pathirana, Malcolm K. Horne, Laura Power, David J. Szmulewicz, Sarah C. Milne, Louise A. Corben, Melissa Roberts, Martin B. Delatycki

IEEE Trans. Biomed. Eng., 2021

Modeling the Progression of Speech Deficits in Cerebellar Ataxia Using a Mixture Mixed-Effect Machine Learning Framework.

Bipasha Kashyap, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz

IEEE Access, 2021

Diagnosis Cerebellar Ataxia using Deep Learning with Time Series Transformed Image.

Thang Ngo, Dinh C. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Entropy-based analysis of rhythmic tapping for the quantitative assessment of cerebellar ataxia.

Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz

Biomed. Signal Process. Control., 2020

Automated Topographic Prominence based quantitative assessment of speech timing in Cerebellar Ataxia.

Bipasha Kashyap, Malcolm Horne, Pubudu N. Pathirana, Laura Power, David Szmulewicz

Biomed. Signal Process. Control., 2020

Multimodal Data Acquisition for the Assessment of Cerebellar Ataxia via Ballistic Tracking.

Ha Tran, Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Assessment of Disease Progression in Friedreich Ataxia using an Instrumented Self Feeding Activity.

Khoa D. Nguyen, Louise A. Corben, Pubudu N. Pathirana, Malcolm K. Horne, Martin B. Delatycki, David J. Szmulewicz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Comparative Severity Assessment of Impaired Balance due to Cerebellar Ataxia using Regression Models.

Thang Ngo, Lahiru Laminda Abeysekara, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Quantitative Assessment of Friedreich Ataxia through the self-drinking activity.

Ragil Krishna, Pubudu N. Pathirana, Louise A. Corben, Malcolm Horne, Martin B. Delatycki, David J. Szmulewicz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Sensor-Based Comprehensive Objective Assessment of Motor Symptoms in Cerebellar Ataxia.

Bipasha Kashyap, Dung Phan, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Multi-domain Data Capture and Cloud Buffered Multimodal Evaluation Platform for Clinical Assessment of Cerebellar Ataxia.

Lahiru Laminda Abeysekara, Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Automated Evaluation of Upper Limb Motor Impairment of Patient with Cerebellar Ataxia.

Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Quantitative Assessment of Ataxic Gait using Inertial Sensing at Different Walking Speeds.

Dung Phan, Nhan Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

An Instrumented Measurement Scheme for the Assessment of Upper Limb Function in Individuals with Friedreich Ataxia.

Khoa D. Nguyen, Louise A. Corben, Pubudu N. Pathirana, Malcolm K. Horne, Martin B. Delatycki, David J. Szmulewicz

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Quantitative Assessment of Cerebella Ataxia, through Automated Limb-Coordination tests.

Ragil Krishna, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Automated tongue-twister phrase-based screening for Cerebellar Ataxia using Vocal tract Biomarkers.

Bipasha Kashyap, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Quantification of Axial Abnormality Due to Cerebellar Ataxia with Inertial Measurements.

Nhan Nguyen, Dung Phan, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz

Sensors, 2018

Automated Finger Chase (ballistic tracking) in the Assessment of Cerebellar Ataxia.

Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Quantitative Assessment of Cerebellar Ataxia With Kinematic Sensing During Rhythmic Tapping.

Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Quantitative Assessment of Syllabic Timing Deficits in Ataxic Dysarthria.

Malcolm Horne, Laura Power, David Szmulewicz

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Identification of Cerebellar Dysarthria with SISO Characterisation.

Bipasha Kashyap, David Szmulewicz, Pubudu N. Pathirana, Malcolm Horne, Laura Power

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017