Timothy Mastroianni
According to our database1,
Timothy Mastroianni
authored at least 23 papers
between 2011 and 2024.
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Bibliography
2024
Wearable and Wireless Systems for Healthcare I - Gait and Reflex Response Quantification, Second Edition
47, Springer, ISBN: 978-981-97-2438-3, 2024
2021
Conformal Wearable for Quantification of Dorsiflexion for a Hemiplegic Ankle Pair with Distinction by Machine Learning.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Applied Software Development with Python and Machine Learning Involving Wearable and - Wireless Systems for Movement Disorder Treatment Through Deep Brain Stimulation
WorldScientific, ISBN: 9789811235979, 2021
2020
Application of deep learning to distinguish multiple deep brain stimulation parameter configurations for the treatment of Parkinson's disease.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
Parametric evaluation of deep brain stimulation parameter configurations for Parkinson's disease using a conformal wearable and wireless inertial sensor system and machine learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Evaluation of Machine Learning Algorithms for Classifying Deep Brain Stimulation Respective of 'On' and 'Off' Status.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Wearable and Wireless Systems for Healthcare II - Movement Disorder Evaluation and Deep Brain Stimulation Systems
31, Springer, ISBN: 978-981-13-5807-4, 2019
2018
Implementation of a Smartphone as a Wearable and Wireless Gyroscope Platform for Machine Learning Classification of Hemiplegic Gait Through a Multilayer Perceptron Neural Network.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Wearable and Wireless Systems for Healthcare I - Gait and Reflex Response Quantification
27, Springer, ISBN: 978-981-10-5684-0, 2018
2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Wireless gyroscope platform enabled by a portable media device for quantifying wobble board therapy.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Smartphone wireless gyroscope platform for machine learning classification of hemiplegic patellar tendon reflex pair disparity through a multilayer perceptron neural network.
Proceedings of the 2016 IEEE Wireless Health, 2016
Implementation of a smartphone as a wireless gyroscope platform for quantifying reduced arm swing in hemiplegie gait with machine learning classification by multilayer perceptron neural network.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Ankle Rehabilitation System with Feedback from a Smartphone Wireless Gyroscope Platform and Machine Learning Classification.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Application of a Multilayer Perceptron Neural Network for Classifying Software Platforms of a Powered Prosthesis through a Force Plate.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Implementation of a smartphone wireless accelerometer platform for establishing deep brain stimulation treatment efficacy of essential tremor with machine learning.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Implementation of machine learning for classifying prosthesis type through conventional gait analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Implementation of Machine Learning for Classifying Hemiplegic Gait Disparity through Use of a Force Plate.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
Implementation of a smartphone for evaluating gait characteristics of a trans-tibial prosthesis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Implementation of a smartphone as a wireless gyroscope application for the quantification of reflex response.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Implementation of an iPhone wireless accelerometer application for the quantification of reflex response.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011