Timothy Mastroianni

23 papers C 6Unranked 13

Year	Rank	Type	Title / Venue / Authors
2024	—	`book`	Wearable and Wireless Systems for Healthcare I - Gait and Reflex Response Quantification, Second Edition Robert LeMoyne, Timothy Mastroianni
2021	—	`book`	Applied Software Development with Python and Machine Learning Involving Wearable and - Wireless Systems for Movement Disorder Treatment Through Deep Brain Stimulation Robert LeMoyne, Timothy Mastroianni
2021	C	`conf`	Conformal Wearable for Quantification of Dorsiflexion for a Hemiplegic Ankle Pair with Distinction by Machine Learning. ICMLA Robert LeMoyne, Timothy Mastroianni
2020	C	`conf`	Application of deep learning to distinguish multiple deep brain stimulation parameter configurations for the treatment of Parkinson's disease. ICMLA Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor D. Tomycz
2020	—	`conf`	Parametric evaluation of deep brain stimulation parameter configurations for Parkinson's disease using a conformal wearable and wireless inertial sensor system and machine learning. EMBC Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor D. Tomycz
2019	—	`conf`	Evaluation of Machine Learning Algorithms for Classifying Deep Brain Stimulation Respective of 'On' and 'Off' Status. NER Robert LeMoyne, Timothy Mastroianni, Cyrus McCandless, Donald Whiting, Nestor D. Tomycz
2019	—	`book`	Wearable and Wireless Systems for Healthcare II - Movement Disorder Evaluation and Deep Brain Stimulation Systems Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor D. Tomycz
2018	C	`conf`	Implementation of a Smartphone as a Wearable and Wireless Gyroscope Platform for Machine Learning Classification of Hemiplegic Gait Through a Multilayer Perceptron Neural Network. ICMLA Robert LeMoyne, Timothy Mastroianni
2018	—	`book`	Wearable and Wireless Systems for Healthcare I - Gait and Reflex Response Quantification Robert LeMoyne, Timothy Mastroianni
2017	—	`conf`	Virtual Proprioception for eccentric training. EMBC Robert LeMoyne, Timothy Mastroianni
2017	—	`conf`	Wireless gyroscope platform enabled by a portable media device for quantifying wobble board therapy. EMBC Robert LeMoyne, Timothy Mastroianni
2016	—	`conf`	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. EMBC Robert LeMoyne, Timothy Mastroianni
2016	—	`conf`	Smartphone wireless gyroscope platform for machine learning classification of hemiplegic patellar tendon reflex pair disparity through a multilayer perceptron neural network. Wireless Health Robert LeMoyne, Timothy Mastroianni
2015	C	`conf`	Ankle Rehabilitation System with Feedback from a Smartphone Wireless Gyroscope Platform and Machine Learning Classification. ICMLA Robert LeMoyne, Timothy Mastroianni, Anthony L. Hessel, Kiisa Nishikawa
2015	C	`conf`	Application of a Multilayer Perceptron Neural Network for Classifying Software Platforms of a Powered Prosthesis through a Force Plate. ICMLA Robert LeMoyne, Timothy Mastroianni, Anthony L. Hessel, Kiisa Nishikawa
2015	—	`conf`	Implementation of a smartphone wireless accelerometer platform for establishing deep brain stimulation treatment efficacy of essential tremor with machine learning. EMBC Robert LeMoyne, Nestor D. Tomycz, Timothy Mastroianni, Cyrus McCandless, Michael Cozza, David Peduto
2015	—	`conf`	Implementation of machine learning for classifying prosthesis type through conventional gait analysis. EMBC Robert LeMoyne, Timothy Mastroianni, Anthony L. Hessel, Kiisa Nishikawa
2014	C	`conf`	Implementation of Machine Learning for Classifying Hemiplegic Gait Disparity through Use of a Force Plate. ICMLA Robert LeMoyne, Wesley T. Kerr, Timothy Mastroianni, Anthony L. Hessel
2014	—	`conf`	Implementation of a smartphone as a wireless gyroscope application for the quantification of reflex response. EMBC Robert LeMoyne, Timothy Mastroianni
2014	—	`conf`	Implementation of a smartphone for evaluating gait characteristics of a trans-tibial prosthesis. EMBC Robert LeMoyne, Timothy Mastroianni, Kevin Montoya
2013	—	`conf`	Implementation of an iPhone wireless accelerometer application for the quantification of reflex response. EMBC Robert LeMoyne, Timothy Mastroianni, Warren S. Grundfest, Kiisa Nishikawa
2012	—	`conf`	Quantified reflex strategy using an iPod as a wireless accelerometer application. EMBC Robert LeMoyne, Timothy Mastroianni, Warren S. Grundfest
2011	—	`conf`	Wireless accelerometer iPod application for quantifying gait characteristics. EMBC Robert LeMoyne, Timothy Mastroianni, Warren S. Grundfest