top of page

Library

Publications

Nguyen, N., Phan, D., Pathirana, P. N., Horne, M., Power, L., & Szmulewicz, D. (2018). Quantification of axial abnormality due to cerebellar ataxia with inertial measurements. Sensors, 18(9), 2791.

Phan, D., Nguyen, N., Pathirana, P. N., Horne, M., Power, L., & Szmulewicz, D. (2019). A random forest approach for quantifying gait ataxia with truncal and peripheral measurements using multiple wearable sensors. IEEE Sensors Journal, 20(2), 723-734.

Kashyap, B., Phan, D., Pathirana, P. N., Horne, M., Power, L., & Szmulewicz, D. (2020). Objective assessment of cerebellar ataxia: a comprehensive and refined approach. Scientific reports, 10(1), 9493.

Kashyap, B., Phan, D., Pathirana, P. N., Horne, M., Power, L., & Szmulewicz, D. (2020, July). A sensor-based comprehensive objective assessment of motor symptoms in cerebellar ataxia. In 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 816-819). IEEE.

Abeysekara, L. L., Tran, H., Pathirana, P. N., Horne, M., Power, L., & Szmulewicz, D. (2020, July). Multi-domain data capture and cloud buffered multimodal evaluation platform for clinical assessment of cerebellar ataxia. In 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 5640-5643). IEEE.

Nguyen, K. D., Corben, L. A., Pathirana, P. N., Horne, M. K., Delatycki, M. B., & Szmulewicz, D. J. (2020, July). Assessment of disease progression in Friedreich Ataxia using an instrumented self feeding activity. In 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 3827-3830). IEEE.

Krishna, R., Pathirana, P. N., Corben, L. A., Horne, M., Delatycki, M. B., & Szmulewicz, D. J. (2020, July). Quantitative Assessment of Friedreich Ataxia through the self-drinking activity. In 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 820-823). IEEE.

Ngo, T., Abeysekara, L. L., Pathirana, P. N., Horne, M., Power, L., & Szmulewicz, D. J. (2020, July). A comparative severity assessment of impaired balance due to cerebellar ataxia using regression models. In 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 4571-4574). IEEE.

Ngo, Thang, et al. "Balance deficits due to cerebellar ataxia: a machine learning and cloud-based approach." IEEE transactions on biomedical engineering 68.5 (2020): 1507-1517.

Nguyen, K. D., Corben, L. A., Pathirana, P. N., Horne, M. K., Delatycki, M. B., & Szmulewicz, D. J. (2020). The assessment of upper limb functionality in friedreich ataxia via self-feeding activity. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(4), 924-933.

Krishna, R., Pathirana, P. N., Horne, M. K., Corben, L. A., & Szmulewicz, D. J. (2021). Quantitative assessment of friedreich ataxia via self-drinking activity. IEEE Journal of Biomedical and Health Informatics, 25(6), 1985-1996.

Corben, L. A., Nguyen, K. D., Pathirana, P. N., Horne, M. K., Szmulewicz, D. J., Roberts, M., & Delatycki, M. B. (2021). Developing an instrumented measure of upper limb function in Friedreich ataxia. The Cerebellum, 20, 430-438.

Pathirana, P. N., Li, S., Lee, Y. S., & Pham, T. (2021). Human Motion Capture and Identification for Assistive Systems Design in Rehabilitation. John Wiley & Sons.

Ngo, T., Nguyen, D. C., Pathirana, P. N., Horne, M., Power, L., & Szmulewicz, D. J. (2021, November). Diagnosis cerebellar ataxia using deep learning with time series transformed image. In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 3101-3104). IEEE.

Krishna, R., Pathirana, P. N., Horne, M. K., Szmulewicz, D. J., & Corben, L. A. (2021). Objective assessment of progression and disease characterization of Friedreich Ataxia via an instrumented drinking Cup: Preliminary Results. IEEE Transactions On Neural Systems And Rehabilitation Engineering, 29, 2365-2377.

Ngo, T., Nguyen, D. C., Pathirana, P. N., Corben, L. A., Horne, M., & Szmulewicz, D. J. (2022, July). Blockchained federated learning for privacy and security preservation: Practical example of diagnosing cerebellar ataxia. In 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 4925-4928). IEEE.

Ngo, T., Pathirana, P. N., Horne, M. K., Corben, L. A., Harding, I. H., & Szmulewicz, D. J. (2023). Technological evolution in the instrumentation of ataxia severity measurement. IEEE Access, 11, 14006-14027.

Dissanayake, S., Krishna, R., Pathirana, P. N., Horne, M. K., Szmulewicz, D. J., & Corben, L. A. (2023, July). A Bayesian Network Approach for Friedreich Ataxia Severity Classification using Probability Modelling. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 1-4). IEEE.

Abeysekara, L. L., Kolambahewage, C., Pathirana, P. N., Horne, M., Szmulewicz, D. J., & Corben, L. A. (2023, July). A Novel Feature from Instrumented Utensils for Clinical Assessment of Friedreich Ataxia. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 1-4). IEEE.

Abeysekara, L. L., Kashyap, B., Kolambahewage, C., Pathirana, P. N., Horne, M., & Szmulewicz, D. J. (2023, July). A Study of Upper-Limb Motion using Kinematic Measures for Clinical Assessment of Cerebellar Ataxia. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 1-5). IEEE.

Ngo, T., Abeysekara, L. L., Pathirana, P. N., Corben, L. A., Delatycki, M. B., Horne, M., ... & Milne, S. C. (2023, July). Modified Recurrence Quantification Analysis for Objective Assessment of Cerebellar Ataxia. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 1-4). IEEE.

Koralege, H. K., Ngo, T., Pathirana, P. N., & Nakisa, B. (2023, July). A multi-activity fusion approach for gender recognition based on human activity. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 1-4). IEEE.

Koralege, H. K., Ngo, T., Pathirana, P. N., & Nakisa, B. (2024, July). Innovative Approaches to Gender Classification through Unsupervised Machine Learning and Multi-Activity Fusion. In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1-4). IEEE.

Milne, S. C., Roberts, M., Williams, S., Chua, J., Grootendorst, A. C., Agostinelli, G., ... & Delatycki, M. B. (2025). Goal‐Directed Rehabilitation Versus Standard Care for Individuals with Hereditary Cerebellar Ataxia: A Multicenter, Single‐Blind, Randomized Controlled Superiority Trial. Annals of Neurology, 97(3), 409-424.

Dissanayake, S., Krishna, R., Pathirana, P. N., Horne, M. K., Smulewicz, D. J., & Corben, L. A. (2024, July). Continuous Optimization of a Hierarchical Bayesian Network for Friedreich’s Ataxia Severity Classification. In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 1-4). IEEE.

bottom of page