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Bipasha Kashyap
Bipasha Kashyap
Lecturer (Mechatronics) @Deakin University, Applied ML Scientist, Veski Fellow, Ph.D., M.E., B.E.
在 deakin.edu.au 的电子邮件经过验证 - 首页
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年份
Objective Assessment of Cerebellar Ataxia: A Comprehensive and Refined Approach
B Kashyap, D Phan, PN Pathirana, M Horne, L Power, D Szmulewicz
Scientific Reports, 2020
282020
Automated topographic prominence based quantitative assessment of speech timing in cerebellar ataxia
B Kashyap, M Horne, PN Pathirana, L Power, D Szmulewicz
Biomedical Signal Processing and Control 57, 101759, 2020
242020
Quantitative assessment of speech in cerebellar ataxia using magnitude and phase based cepstrum
B Kashyap, PN Pathirana, M Horne, L Power, D Szmulewicz
Annals of biomedical engineering 48, 1322-1336, 2020
202020
Quantitative Assessment of Syllabic Timing Deficits in Ataxic Dysarthria
B Kashyap, PN Pathirana, D Szmulewicz, M Horne, L Power
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
82018
Identification of cerebellar dysarthria with siso characterisation
B Kashyap, D Szmulewicz, PN Pathirana, M Horne, L Power
2017 IEEE 17th International Conference on Bioinformatics and Bioengineering …, 2017
62017
Modeling the progression of speech deficits in cerebellar ataxia using a mixture mixed-effect machine learning framework
B Kashyap, PN Pathirana, M Horne, L Power, DJ Szmulewicz
IEEE Access 9, 135343-135353, 2021
42021
A constrained nonlinear optimization solution for 3D orientation estimation of the human limb
D Phan, B Kashyap, PN Pathirana, A Seneviratne
2017 10th Biomedical Engineering International Conference (BMEiCON), 1-4, 2017
42017
Image Encoded Time Series Classification of Small Datasets: An Innovative Architecture Using Deep Learning Ensembles
PL Indrasiri, B Kashyap, PN Pathirana
32024
A sensor-based comprehensive objective assessment of motor symptoms in cerebellar ataxia
B Kashyap, D Phan, PN Pathirana, M Horne, L Power, D Szmulewicz
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
32020
Machine Learning-Based Scoring System to Predict the Risk and Severity of Ataxic Speech Using Different Speech Tasks
B Kashyap, PN Pathirana, M Horne, L Power, DJ Szmulewicz
IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 4839-4850, 2023
22023
Automated tongue-twister phrase-based screening for Cerebellar Ataxia using Vocal tract Biomarkers
B Kashyap, PN Pathirana, M Horne, L Power, D Szmulewicz
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
22019
FedXPro: Bayesian Inference for Mitigating Poisoning Attacks in IoT Federated Learning
PL Indrasiri, DC Nguyen, B Kashyap, PN Pathirana, YC Eldar
IEEE Internet of Things Journal, 2023
12023
Federated Learning with Provable Security Against Malicious Clients in IoT Networks
PL Indrasiri, DC Nguyen, B Kashyap, PN Pathirana
2023 IEEE Virtual Conference on Communications (VCC), 311-316, 2023
2023
A Study of Upper-Limb Motion using Kinematic Measures for Clinical Assessment of Cerebellar Ataxia
LL Abeysekara, B Kashyap, C Kolambahewage, PN Pathirana, M Horne, ...
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
An Enhanced Classification Framework for Limited IoHT Time Series Data Using Ensemble Deep Learning and Image Encoding
PL Indrasiri, B Kashyap, PN Pathirana
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
Quantitative Assessment of Speech-Motor Deficits and Domain-Wise Manifestation in Cerebellar Ataxia
B Kashyap
Deakin University, 2021
2021
Artificial Intelligence for Biosignal Analysis in Precision Medicine
B Kashyap
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