Cargando…

Objective Measurement of Hyperactivity Using Mobile Sensing and Machine Learning: Pilot Study

BACKGROUND: Although hyperactivity is a core symptom of attention-deficit/hyperactivity disorder (ADHD), there are no objective measures that are widely used in clinical settings. OBJECTIVE: We describe the development of a smartwatch app to measure hyperactivity in school-age children. The LemurDx...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lindhiem, Oliver, Goel, Mayank, Shaaban, Sam, Mak, Kristie J, Chikersal, Prerna, Feldman, Jamie, Harris, Jordan L
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2022
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9086887/ https://www.ncbi.nlm.nih.gov/pubmed/35468089 http://dx.doi.org/10.2196/35803

Ejemplares similares

Predicting Multiple Sclerosis Outcomes During the COVID-19 Stay-at-home Period: Observational Study Using Passively Sensed Behaviors and Digital Phenotyping
por: Chikersal, Prerna, et al.
Publicado: (2022)

Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data
por: Doryab, Afsaneh, et al.
Publicado: (2019)

Speaking out of turn: How video conferencing reduces vocal synchrony and collective intelligence
por: Tomprou, Maria, et al.
Publicado: (2021)

Correction: Speaking out of turn: How video conferencing reduces vocal synchrony and collective intelligence
por: Tomprou, Maria, et al.
Publicado: (2023)

Predicting Depression in Adolescents Using Mobile and Wearable Sensors: Multimodal Machine Learning–Based Exploratory Study
por: Mullick, Tahsin, et al.
Publicado: (2022)

Using Mobile Health Gamification to Facilitate Cognitive Behavioral Therapy Skills Practice in Child Anxiety Treatment: Open Clinical Trial
por: Pramana, Gede, et al.
Publicado: (2018)

An objective measure of hyperactivity aspects with compressed webcam video
por: Wehrmann, Thomas, et al.
Publicado: (2015)

The Functional Tactile Object Recognition Test: A Unidimensional Measure With Excellent Internal Consistency for Haptic Sensing of Real Objects After Stroke
por: Carey, Leeanne M., et al.
Publicado: (2020)

Mobile Sensing and Support for People With Depression: A Pilot Trial in the Wild
por: Wahle, Fabian, et al.
Publicado: (2016)

Objective Assessment of Attention-Deficit Hyperactivity Disorder (ADHD) Using an Infinite Runner-Based Computer Game: A Pilot Study
por: Delgado-Gómez, David, et al.
Publicado: (2020)

An Exposure-Based Video Game (Dr. Zoo) to Reduce Needle Phobia in Children Aged 3 to 6 Years: Development and Mixed Methods Pilot Study
por: Healy, Pat, et al.
Publicado: (2023)

Programming mobile objects with Java /
por: Nelson, Jeff, 1971-
Publicado: (1999)

Programming mobile objects with Java
por: Nelson, Jeff
Publicado: (1999)

A Mobile Sensing App to Monitor Youth Mental Health: Observational Pilot Study
por: MacLeod, Lucy, et al.
Publicado: (2021)

Mobile crowd sensing
por: Hou, Fen, et al.
Publicado: (2018)

Mobile Sensing Systems
por: Macias, Elsa, et al.
Publicado: (2013)

Estimating the Orientation of Objects from Tactile Sensing Data Using Machine Learning Methods and Visual Frames of Reference
por: Prado da Fonseca, Vinicius, et al.
Publicado: (2019)

Situating and extending the sense of should: Reply to comments on “The sense of should: A biologically-based framework for modeling social pressure”
por: Theriault, Jordan E., et al.
Publicado: (2021)

Talking Less during Social Interactions Predicts Enjoyment: A Mobile Sensing Pilot Study
por: Sandstrom, Gillian M., et al.
Publicado: (2016)

Sleep among presentations of Attention-Deficit/Hyperactivity Disorder: Analysis of objective and subjective measures
por: Ruiz-Herrera, Noelia, et al.
Publicado: (2020)

Paroxysmal Sympathetic Hyperactivity in Neurocritical Children: A Pilot Study
por: Agrwal, Shipra, et al.
Publicado: (2022)

Multi-modal deformation and temperature sensing for context-sensitive machines
por: Baines, Robert, et al.
Publicado: (2023)

Object stiffness recognition and vibratory feedback without ad-hoc sensing on the Hannes prosthesis: A machine learning approach
por: Bruni, Giulia, et al.
Publicado: (2023)

Primary School Children’s Self-Reports of Attention Deficit Hyperactivity Disorder-Related Symptoms and Their Associations With Subjective and Objective Measures of Attention Deficit Hyperactivity Disorder
por: Slobodin, Ortal, et al.
Publicado: (2022)

Beyond Where to How: A Machine Learning Approach for Sensing Mobility Contexts Using Smartphone Sensors (†)
por: Guinness, Robert E.
Publicado: (2015)

Prescription patterns and medication adherence in preadolescent children with attention deficit hyperactivity disorder
por: Nayak, Ajita S., et al.
Publicado: (2021)

Task-irrelevant object response to action enhances the sense of agency for controlling the object in automation
por: Nakashima, Ryoichi, et al.
Publicado: (2022)

Microsoft Kinect-based Continuous Performance Test: An Objective Attention Deficit Hyperactivity Disorder Assessment
por: Delgado-Gomez, David, et al.
Publicado: (2017)

Higher CSF Tau Levels Are Related to Hippocampal Hyperactivity and Object Mnemonic Discrimination in Older Adults
por: Berron, David, et al.
Publicado: (2019)

Distributed solar photovoltaic array location and extent dataset for remote sensing object identification
por: Bradbury, Kyle, et al.
Publicado: (2016)

Sleep Patterns of Pilots: An Objective Assessment
por: Abdelaziz, Mohammed, et al.
Publicado: (2023)

Differentially Private Mobile Crowd Sensing Considering Sensing Errors
por: Sei, Yuichi, et al.
Publicado: (2020)

Pilot Study: An Ocular Biomarker for Diagnosis of Attention Deficit Hyperactivity Disorder
por: Bae, Sujin, et al.
Publicado: (2019)

Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies
por: Adler, Daniel A., et al.
Publicado: (2022)

Objective Assessment of Endovascular Navigation Skills with Force Sensing
por: Rafii-Tari, Hedyeh, et al.
Publicado: (2017)

Adaptive Grasping of Moving Objects through Tactile Sensing
por: Lynch, Patrick, et al.
Publicado: (2021)

Airborne Chemical Sensing with Mobile Robots
por: Lilienthal, Achim J., et al.
Publicado: (2006)

On the Coverage of Bus-Based Mobile Sensing
por: Cruz Caminha, Pedro Henrique, et al.
Publicado: (2018)

A Review of the Association of Blue Food Coloring With Attention Deficit Hyperactivity Disorder Symptoms in Children
por: Rambler, Rachel M, et al.
Publicado: (2022)

Machine learning in healthcare informatics
por: Dua, Sumeet, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_82k06fv8i8651rqm1v39es72uq