Timothy Mastroianni

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 13

Top Topics

Deep Brain Stimulation

Machine Learning

Multilayer Perceptron Neural Network

Software Platform

Top Venues

Wireless Health

Publications

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