David J. Szmulewicz

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 18

Top Topics

Regression Model

Qualitative And Quantitative

Machine Learning

Top Venues

Biomed. Signal Process. Control.

IEEE J. Biomed. Health Informatics

Publications

Lahiru Laminda Abeysekara, Chandima Kolambahewage, Pubudu N. Pathirana, Malcolm Horne, David J. Szmulewicz, Louise A. Corben
A Novel Feature from Instrumented Utensils for Clinical Assessment of Friedreich Ataxia. EMBC (2023)
Thang Ngo, Lahiru Laminda Abeysekara, Pubudu N. Pathirana, Louise A. Corben, Martin B. Delatycki, Malcolm Horne, David J. Szmulewicz, Melissa Roberts, Sarah C. Milne
Modified Recurrence Quantification Analysis for Objective Assessment of Cerebellar Ataxia. EMBC (2023)
Thang Ngo, Pubudu N. Pathirana, Malcolm K. Horne, Louise A. Corben, Ian H. Harding, David J. Szmulewicz
Technological Evolution in the Instrumentation of Ataxia Severity Measurement. IEEE Access 11 (2023)
Lahiru Laminda Abeysekara, Bipasha Kashyap, Chandima Kolambahewage, Pubudu N. Pathirana, Malcolm Horne, David J. Szmulewicz
A Study of Upper-Limb Motion using Kinematic Measures for Clinical Assessment of Cerebellar Ataxia. EMBC (2023)
Sahan Dissanayake, Ragil Krishna, Pubudu N. Pathirana, Malcolm K. Horne, David J. Szmulewicz, Louise A. Corben
A Bayesian Network Approach for Friedreich Ataxia Severity Classification using Probability Modelling. EMBC (2023)
Mahen B. Pathirana, David J. Szmulewicz
Machine Learning Based Diagnosis of Vertigo using Video Head Impulse Test. EMBC (2023)
Thang Ngo, Dinh C. Nguyen, Pubudu N. Pathirana, Louise A. Corben, Malcolm Horne, David J. Szmulewicz
Blockchained Federated Learning for Privacy and Security Preservation: Practical Example of Diagnosing Cerebellar Ataxia. EMBC (2022)
Bipasha Kashyap, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
Modeling the Progression of Speech Deficits in Cerebellar Ataxia Using a Mixture Mixed-Effect Machine Learning Framework. IEEE Access 9 (2021)
Thang Ngo, Dinh C. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
Diagnosis Cerebellar Ataxia using Deep Learning with Time Series Transformed Image. EMBC (2021)
Ragil Krishna, Pubudu N. Pathirana, Malcolm K. Horne, Louise A. Corben, David J. Szmulewicz
Quantitative Assessment of Friedreich Ataxia via Self-Drinking Activity. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Thang Ngo, Pubudu N. Pathirana, Malcolm K. Horne, Laura Power, David J. Szmulewicz, Sarah C. Milne, Louise A. Corben, Melissa Roberts, Martin B. Delatycki
Balance Deficits due to Cerebellar Ataxia: A Machine Learning and Cloud-Based Approach. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
Entropy-based analysis of rhythmic tapping for the quantitative assessment of cerebellar ataxia. Biomed. Signal Process. Control. 59 (2020)
Ha Tran, Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
Multimodal Data Acquisition for the Assessment of Cerebellar Ataxia via Ballistic Tracking. EMBC (2020)
Thang Ngo, Lahiru Laminda Abeysekara, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
A Comparative Severity Assessment of Impaired Balance due to Cerebellar Ataxia using Regression Models. EMBC (2020)
Ragil Krishna, Pubudu N. Pathirana, Louise A. Corben, Malcolm Horne, Martin B. Delatycki, David J. Szmulewicz
Quantitative Assessment of Friedreich Ataxia through the self-drinking activity. EMBC (2020)
Khoa D. Nguyen, Louise A. Corben, Pubudu N. Pathirana, Malcolm K. Horne, Martin B. Delatycki, David J. Szmulewicz
Assessment of Disease Progression in Friedreich Ataxia using an Instrumented Self Feeding Activity. EMBC (2020)
Ragil Krishna, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
Quantitative Assessment of Cerebella Ataxia, through Automated Limb-Coordination tests. EMBC (2019)
Khoa D. Nguyen, Louise A. Corben, Pubudu N. Pathirana, Malcolm K. Horne, Martin B. Delatycki, David J. Szmulewicz
An Instrumented Measurement Scheme for the Assessment of Upper Limb Function in Individuals with Friedreich Ataxia. EMBC (2019)