Wearable and Wireless Systems for Healthcare II: Movement Disorder Evaluation and Deep Brain Stimulation Systems

Description

This book provides a far-sighted perspective on the role of wearable and wireless systems for movement disorder evaluation, such as Parkinson’s disease and Essential tremor. These observations are brought together in the application of quantified feedback for deep brain stimulation systems using the wireless accelerometer and gyroscope of a smartphone to determine tuning efficacy. The perspective of the book ranges from the pioneering application of these devices, such as the smartphone, for quantifying Parkinson’s disease and Essential tremor characteristics, to the current state of the art. Dr. LeMoyne has published multiple first-of-their-kind applications using smartphones to quantify movement disorder, with associated extrapolation to portable media devices. Front Matter ....Pages i-xv Wearable and Wireless Systems for Movement Disorder Evaluation and Deep Brain Stimulation Systems (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 1-15 Movement Disorders: Parkinson’s Disease and Essential Tremor—A General Perspective (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 17-24 Traditional Ordinal Strategies for Establishing the Severity and Status of Movement Disorders, Such as Parkinson’s Disease and Essential Tremor (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 25-36 Deep Brain Stimulation for the Treatment of Movement Disorder Regarding Parkinson’s Disease and Essential Tremor with Device Characterization (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 37-51 Surgical Procedure for Deep Brain Stimulation Implantation and Operative Phase with Postoperative Risks (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 53-63 Preliminary Wearable and Locally Wireless Systems for Quantification of Parkinson’s Disease and Essential Tremor Characteristics (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 65-78 Wearable and Wireless Systems with Internet Connectivity for Quantification of Parkinson’s Disease and Essential Tremor Characteristics (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 79-97 Role of Machine Learning for Classification of Movement Disorder and Deep Brain Stimulation Status (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 99-111 Assessment of Machine Learning Classification Strategies for the Differentiation of Deep Brain Stimulation “On” and “Off” Status for Parkinson’s Disease Using a Smartphone as a Wearable and Wireless Inertial Sensor for Quantified Feedback (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 113-126 New Perspectives for Network Centric Therapy for the Treatment of Parkinson’s Disease and Essential Tremor (Robert LeMoyne, Timothy Mastroianni, Donald Whiting, Nestor Tomycz)....Pages 127-128