Ellen W. McGinnis

Orcid: 0000-0001-8566-2289

According to our database1, Ellen W. McGinnis authored at least 14 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges.
Sensors, May, 2024

The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health.
IEEE J. Biomed. Health Informatics, April, 2024

2023
Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Preterm Preeclampsia Risk Modelling: Examining Hemodynamic, Biochemical, and Biophysical Markers Prior to Pregnancy.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Advancing Digital Medicine with Wearables in the Wild.
Sensors, 2022

UVM KID Study: Identifying Multimodal Features and Optimizing Wearable Instrumentation to Detect Child Anxiety.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery.
IEEE J. Biomed. Health Informatics, 2021

Validation of Smartphone Based Heart Rate Tracking for Remote Treatment of Panic Attacks.
IEEE J. Biomed. Health Informatics, 2021

2019
Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood.
IEEE J. Biomed. Health Informatics, 2019

Mobile Biofeedback Therapy for the Treatment of Panic Attacks: A Pilot Feasibility Study.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

2018
Rapid Anxiety and Depression Diagnosis in Young Children Enabled by Wearable Sensors and Machine Learning.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Wearable sensors and machine learning diagnose anxiety and depression in young children.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017
Movements Indicate Threat Response Phases in Children at Risk for Anxiety.
IEEE J. Biomed. Health Informatics, 2017


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