David J. Szmulewicz

19 papers Journal 5Unranked 14
YearRankTypeTitle / Venue / Authors
2024 — conf
Continuous Optimization of a Hierarchical Bayesian Network for Friedreich's Ataxia Severity Classification.
EMBC
Sahan Dissanayake, Ragil Krishna, Pubudu N. Pathirana, Malcolm K. Horne, David J. Szmulewicz, Louise A. Corben
2023 — conf
A Bayesian Network Approach for Friedreich Ataxia Severity Classification using Probability Modelling.
EMBC
Sahan Dissanayake, Ragil Krishna, Pubudu N. Pathirana, Malcolm K. Horne, David J. Szmulewicz, Louise A. Corben
2023 — conf
A Novel Feature from Instrumented Utensils for Clinical Assessment of Friedreich Ataxia.
EMBC
Lahiru Laminda Abeysekara, Chandima Kolambahewage, Pubudu N. Pathirana, Malcolm Horne, David J. Szmulewicz, Louise A. Corben
2023 — conf
A Study of Upper-Limb Motion using Kinematic Measures for Clinical Assessment of Cerebellar Ataxia.
EMBC
Lahiru Laminda Abeysekara, Bipasha Kashyap, Chandima Kolambahewage, Pubudu N. Pathirana, Malcolm Horne, David J. Szmulewicz
2023 — conf
Machine Learning Based Diagnosis of Vertigo using Video Head Impulse Test.
EMBC
Mahen B. Pathirana, David J. Szmulewicz
2023 — conf
Modified Recurrence Quantification Analysis for Objective Assessment of Cerebellar Ataxia.
EMBC
Thang Ngo, Lahiru Laminda Abeysekara, Pubudu N. Pathirana, Louise A. Corben, Martin B. Delatycki, Malcolm Horne, David J. Szmulewicz, Melissa Roberts, Sarah C. Milne
2023 J jnl
Technological Evolution in the Instrumentation of Ataxia Severity Measurement.
IEEE Access
Thang Ngo, Pubudu N. Pathirana, Malcolm K. Horne, Louise A. Corben, Ian H. Harding, David J. Szmulewicz
2022 — conf
Blockchained Federated Learning for Privacy and Security Preservation: Practical Example of Diagnosing Cerebellar Ataxia.
EMBC
Thang Ngo, Dinh C. Nguyen, Pubudu N. Pathirana, Louise A. Corben, Malcolm Horne, David J. Szmulewicz
2021 J jnl
Balance Deficits due to Cerebellar Ataxia: A Machine Learning and Cloud-Based Approach.
IEEE Trans. Biomed. Eng.
Thang Ngo, Pubudu N. Pathirana, Malcolm K. Horne, Laura Power, David J. Szmulewicz, Sarah C. Milne, Louise A. Corben, Melissa Roberts, Martin B. Delatycki
2021 — conf
Diagnosis Cerebellar Ataxia using Deep Learning with Time Series Transformed Image.
EMBC
Thang Ngo, Dinh C. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
2021 J jnl
Modeling the Progression of Speech Deficits in Cerebellar Ataxia Using a Mixture Mixed-Effect Machine Learning Framework.
IEEE Access
Bipasha Kashyap, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
2021 J jnl
Quantitative Assessment of Friedreich Ataxia via Self-Drinking Activity.
IEEE J. Biomed. Health Informatics
Ragil Krishna, Pubudu N. Pathirana, Malcolm K. Horne, Louise A. Corben, David J. Szmulewicz
2020 — conf
A Comparative Severity Assessment of Impaired Balance due to Cerebellar Ataxia using Regression Models.
EMBC
Thang Ngo, Lahiru Laminda Abeysekara, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
2020 — conf
Assessment of Disease Progression in Friedreich Ataxia using an Instrumented Self Feeding Activity.
EMBC
Khoa D. Nguyen, Louise A. Corben, Pubudu N. Pathirana, Malcolm K. Horne, Martin B. Delatycki, David J. Szmulewicz
2020 J jnl
Entropy-based analysis of rhythmic tapping for the quantitative assessment of cerebellar ataxia.
Biomed. Signal Process. Control.
Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
2020 — conf
Multimodal Data Acquisition for the Assessment of Cerebellar Ataxia via Ballistic Tracking.
EMBC
Ha Tran, Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
2020 — conf
Quantitative Assessment of Friedreich Ataxia through the self-drinking activity.
EMBC
Ragil Krishna, Pubudu N. Pathirana, Louise A. Corben, Malcolm Horne, Martin B. Delatycki, David J. Szmulewicz
2019 — conf
An Instrumented Measurement Scheme for the Assessment of Upper Limb Function in Individuals with Friedreich Ataxia.
EMBC
Khoa D. Nguyen, Louise A. Corben, Pubudu N. Pathirana, Malcolm K. Horne, Martin B. Delatycki, David J. Szmulewicz
2019 — conf
Quantitative Assessment of Cerebella Ataxia, through Automated Limb-Coordination tests.
EMBC
Ragil Krishna, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz