A hybrid linear discriminant analysis and genetic algorithm to create a linear model of aging when performing motor tasks through inertial sensors positioned on the hand and forearm

Assessment of real life eating difficulties in Parkinson’s disease patients by measuring plate to mouth movement elongation with inertial sensors

(2021) Konstantinos Kyritsis et al.   Scientific Reports

Influences of service characteristics and older people’s attributes on outcomes from direct payments

(2021) Vanessa Davey   BMC Geriatrics

Discrimination between healthy and patients with Parkinson’s disease from hand resting activity using inertial measurement unit

(2021) Luciano Brinck Peres et al.   Biomedical Engineering Online

The Role of Surface Electromyography in Data Fusion with Inertial Sensors to Enhance Locomotion Recognition and Prediction

(2021) Lin Meng et al.   SENSORS

How Machine Learning Will Transform Biomedicine

(2020) Jeremy Goecks et al.   CELL

Improving the Accuracy of Convolutional Neural Networks by Identifying and Removing Outlier Images in Datasets Using t-SNE

(2020) Husein Perez et al.   Mathematics

Linear discriminant analysis for multiple functional data analysis

(2020) Sugnet Gardner-Lubbe   JOURNAL OF APPLIED STATISTICS

Comparison between the Airgo™ Device and a Metabolic Cart during Rest and Exercise

(2020) Andrea Antonelli et al.   SENSORS

Hand Resting Tremor Assessment of Healthy and Patients With Parkinson’s Disease: An Exploratory Machine Learning Study

(2020) Ana Camila Alves de Araújo et al.   Frontiers in Bioengineering and Biotechnology

Age-related slowing down in the motor initiation in elderly adults

(2020) Nikita S. Frolov et al.   PLoS One

Biological and Functional Biomarkers of Aging: Definition, Characteristics, and How They Can Impact Everyday Cancer Treatment

(2020) Giuseppe Colloca et al.   Current Oncology Reports

Approximate Entropy and Sample Entropy: A Comprehensive Tutorial

(2019) Alfonso Delgado-Bonal et al.   Entropy

Inertial Measurement Unit Based Upper Extremity Motion Characterization for Action Research Arm Test and Activities of Daily Living

(2019) Hyung Seok Nam et al.   SENSORS

A review of feature selection methods in medical applications

(2019) Beatriz Remeseiro et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach

(2019) Rana Zia Ur Rehman et al.   Scientific Reports

Using EMG Amplitude and Frequency to Calculate a Multimuscle Fatigue Score and Evaluate Global Shoulder Fatigue

(2018) Alison C. McDonald et al.   HUMAN FACTORS

Automatic Classification of Tremor Severity in Parkinson’s Disease Using a Wearable Device

(2017) Hyoseon Jeon et al.   SENSORS

Age-Related Decline in Anticipatory Motor Planning and Its Relation to Cognitive and Motor Skill Proficiency

(2017) Tino Stöckel et al.   Frontiers in Aging Neuroscience

Feature visualization and classification for the discrimination between individuals with Parkinson’s disease under levodopa and DBS treatments

(2016) Alessandro R. P. Machado et al.   Biomedical Engineering Online

Entropy-based complexity measures for gait data of patients with Parkinson's disease

(2016) Ozgur Afsar et al.   CHAOS

The Relationships between Age and Running Biomechanics

(2016) PAUL DEVITA et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Measuring 3D Hand and Finger Kinematics—A Comparison between Inertial Sensing and an Opto-Electronic Marker System

(2016) Josien C. van den Noort et al.   PLoS One

Inertial Sensor Based Analysis of Lie-to-Stand Transfers in Younger and Older Adults

(2016) Lars Schwickert et al.   SENSORS

Pain Intensity Recognition Rates via Biopotential Feature Patterns with Support Vector Machines

(2015) Sascha Gruss et al.   PLoS One

Towards clinical application: Repetitive sensor position re-calibration for improved reliability of gait parameters

(2014) Daniel Hamacher et al.   GAIT & POSTURE

Early identification of declining balance in higher functioning older adults, an inertial sensor based method

(2014) K.J. Sheehan et al.   GAIT & POSTURE

Aging causes a reorganization of cortical and spinal control of posture

(2014) Selma Papegaaij et al.   Frontiers in Aging Neuroscience

Linear discriminant analysis for the small sample size problem: an overview

(2014) Alok Sharma et al.   International Journal of Machine Learning and Cybernetics

Instrumenting the Balance Error Scoring System for Use With Patients Reporting Persistent Balance Problems After Mild Traumatic Brain Injury

(2013) Laurie A. King et al.   ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION

Age effects on rotational hand action

(2012) Varadhan SKM et al.   HUMAN MOVEMENT SCIENCE

Classification of parkinsonian and essential tremor using empirical mode decomposition and support vector machine

(2011) Lingmei Ai et al.   DIGITAL SIGNAL PROCESSING

Inertial sensor based reference gait data for healthy subjects

(2011) René Schwesig et al.   GAIT & POSTURE

Investigation of Age-Related Changes in Physiological Kinetic Tremor

(2010) Maria Fernanda S. Almeida et al.   ANNALS OF BIOMEDICAL ENGINEERING

Pattern Mining of Multichannel sEMG for Tremor Classification

(2010) Paulito Palmes et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Study of age-related changes in postural control during quiet standing through Linear Discriminant Analysis

(2009) Guilherme L Cavalheiro et al.   Biomedical Engineering Online

Biomechanical and Skeletal Muscle Determinants of Maximum Running Speed with Aging

(2009) MARKO T. KORHONEN et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Moving approximate entropy applied to surface electromyographic signals

(2007) Siti A. Ahmad et al.   Biomedical Signal Processing and Control