Laura Power

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 18

Top Topics

Machine Learning

Qualitative And Quantitative

Regression Model

Transformed Image

Top Venues

Biomed. Signal Process. Control.

Publications

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)
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)
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)
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)
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)
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)
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)
Ragil Krishna, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
Quantitative Assessment of Cerebella Ataxia, through Automated Limb-Coordination tests. EMBC (2019)
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)
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)
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) (2018)
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)
Ha Tran, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz
Automated Finger Chase (ballistic tracking) in the Assessment of Cerebellar Ataxia. EMBC (2018)
Malcolm Horne, Laura Power, David Szmulewicz
Quantitative Assessment of Syllabic Timing Deficits in Ataxic Dysarthria. EMBC (2018)
Bipasha Kashyap, David Szmulewicz, Pubudu N. Pathirana, Malcolm Horne, Laura Power
Identification of Cerebellar Dysarthria with SISO Characterisation. BIBE (2017)