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Journal Articles
- 2023
[j13]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: 14006-14027 (2023)- [j12]Matthias Löhle, Jonathan Timpka, Alexander Bremer, Hamid Khodakarami, Florin Gandor, Malcolm K. Horne, Georg Ebersbach, Per Odin, Alexander Storch:
Application of single wrist-wearable accelerometry for objective motor diary assessment in fluctuating Parkinson's disease. npj Digit. Medicine 6 (2023) - 2021
- [j11]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: 135343-135353 (2021) - [j10]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): 1507-1517 (2021) - [j9]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): 1985-1996 (2021) - 2020
- [j8]Bipasha Kashyap, Malcolm Horne, Pubudu N. Pathirana, Laura Power, David Szmulewicz:
Automated Topographic Prominence based quantitative assessment of speech timing in Cerebellar Ataxia. Biomed. Signal Process. Control. 57 (2020) - [j7]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: 101916 (2020) - [j6]Hamid Khodakarami, Lucia Ricciardi, Maria Fiorella Contarino, Rajesh Pahwa, Kelly E. Lyons, Victor Geraedts, Francesca Morgante, Alison Leake, Dominic Paviour, Andrea De Angelis, Malcolm Horne:
Khodakarami, H., et al., Prediction of the Levodopa Challenge Test in Parkinson's Disease Using Data from a Wrist-Worn Sensor. Sensors 2019, 19, 5153. Sensors 20(15): 4167 (2020) - 2019
- [j5]Hamid Khodakarami, Parisa Farzanehfar, Malcolm Horne:
The Use of Data from the Parkinson's KinetiGraph to Identify Potential Candidates for Device Assisted Therapies. Sensors 19(10): 2241 (2019) - [j4]Hamid Khodakarami, Lucia Ricciardi, Maria Contarino, Rajesh Pahwa, Kelly E. Lyons, Victor Geraedts, Francesca Morgante, Alison Leake, Dominic Paviour, Andrea De Angelis, Malcolm Horne:
Prediction of the Levodopa Challenge Test in Parkinson's Disease Using Data from a Wrist-Worn Sensor. Sensors 19(23): 5153 (2019) - 2018
- [j3]Dung Phan, Malcolm Horne, Pubudu N. Pathirana, Parisa Farzanehfar:
Measurement of Axial Rigidity and Postural Instability Using Wearable Sensors. Sensors 18(2): 495 (2018) - [j2]Nhan Nguyen, Dung Phan, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz:
Quantification of Axial Abnormality Due to Cerebellar Ataxia with Inertial Measurements. Sensors 18(9): 2791 (2018) - 2010
- [j1]Ken Matsuda, Hong X. Wang, Chao Suo, David McCombe, Malcolm K. Horne, Wayne A. Morrison, Gary F. Egan:
Retrograde axonal tracing using manganese enhanced magnetic resonance imaging. NeuroImage 50(2): 366-374 (2010)
Conference and Workshop Papers
- 2023
- [c23]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: 1-5 - [c22]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: 1-4 - [c21]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: 1-4 - [c20]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: 1-4 - 2022
- [c19]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: 4925-4928 - 2021
- [c18]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: 3101-3104 - 2020
- [c17]Bipasha Kashyap, Dung Phan, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz:
A Sensor-Based Comprehensive Objective Assessment of Motor Symptoms in Cerebellar Ataxia. EMBC 2020: 816-819 - [c16]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: 820-823 - [c15]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: 859-862 - [c14]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: 3827-3830 - [c13]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: 4571-4574 - [c12]Lahiru Laminda Abeysekara, Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz:
Multi-domain Data Capture and Cloud Buffered Multimodal Evaluation Platform for Clinical Assessment of Cerebellar Ataxia. EMBC 2020: 5640-5643 - 2019
- [c11]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: 317-320 - [c10]Dung Phan, Nhan Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz:
Quantitative Assessment of Ataxic Gait using Inertial Sensing at Different Walking Speeds. EMBC 2019: 4600-4603 - [c9]Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz:
Automated Evaluation of Upper Limb Motor Impairment of Patient with Cerebellar Ataxia. EMBC 2019: 6846-6849 - [c8]Ragil Krishna, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz:
Quantitative Assessment of Cerebella Ataxia, through Automated Limb-Coordination tests. EMBC 2019: 6850-6853 - [c7]Bipasha Kashyap, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz:
Automated tongue-twister phrase-based screening for Cerebellar Ataxia using Vocal tract Biomarkers. EMBC 2019: 7173-7176 - 2018
- [c6]Malcolm Horne, Laura Power, David Szmulewicz:
Quantitative Assessment of Syllabic Timing Deficits in Ataxic Dysarthria. EMBC 2018: 425-428 - [c5]Khoa D. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz:
Quantitative Assessment of Cerebellar Ataxia With Kinematic Sensing During Rhythmic Tapping. EMBC 2018: 1098-1101 - [c4]Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz:
Automated Finger Chase (ballistic tracking) in the Assessment of Cerebellar Ataxia. EMBC 2018: 3521-3524 - [c3]Dung Phan, Malcolm Horne, Pubudu N. Pathirana, Parisa Farzanehfar:
Effect of Parkinsonism on Proximal Unstructured Movement Captured by Inertial Sensors. EMBC 2018: 5507-5510 - 2017
- [c2]Bipasha Kashyap, David Szmulewicz, Pubudu N. Pathirana, Malcolm Horne, Laura Power:
Identification of Cerebellar Dysarthria with SISO Characterisation. BIBE 2017: 479-485 - [c1]Dung Phan, Malcolm Horne, Pubudu N. Pathirana, Parisa Farzanehfar, Sajeewani Karunarathne:
Parkinsonian Axial Movement Capture using Wearable Sensors during the Pull Test. BIBE 2017: 503-507
Coauthor Index
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