Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Task-Preserving EEG Anonymization Using Latent Feature Masking.

IEEE journal of biomedical and health informatics·2026

Same author

Ghost poisoning: Making users invisible to speaker verification models.

JASA express letters·2026

Same author

Temporal patterns in articulation underlying repetitions, prolongations and blocks.

Journal of fluency disorders·2026

Same author

Neural Responses to Affective Sentences Reveal Signatures of Depression.

Translational psychiatry·2026

Same author

Time-resolved EEG decoding reveals altered neural dynamics of affective semantic evaluation in depression and suicidality.

Communications biology·2026

Same author

Neural evidence of disrupted self-referential processing in suicidal depression.

Journal of affective disorders·2026

Same journal

Designing an mHealth App for Defecatory Function Rehabilitation of Post-Surgical Colorectal Cancer Survivors.

Journal of healthcare informatics research·2026

Same journal

A Literature Review on Example-Based Explanations in Medical Image Analysis.

Journal of healthcare informatics research·2026

Same journal

A Scoping Review of Synthetic Data Generation by Language Models in Biomedical Research and Application: Data Utility and Quality Perspectives.

Journal of healthcare informatics research·2026

Same journal

Towards Accurate and Reliable ICU Outcome Prediction: A Multimodal Learning Framework Based on Belief Function Theory using Structured EHRs and Free-Text Notes.

Journal of healthcare informatics research·2026

Same journal

Multimodal Federated Learning in Healthcare: A Review.

Journal of healthcare informatics research·2026

Same journal

A Hybrid Language Framework for Ontology-Based Clinical Concept Extraction.

Journal of healthcare informatics research·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Sep 27, 2025

An Application for Pairing with Wearable Devices to Monitor Personal Health Status

An Application for Pairing with Wearable Devices to Monitor Personal Health Status

Published on: February 3, 2022

Affect Estimation with Wearable Sensors.

Shen Yan¹, Homa Hosseinmardi¹, Hsien-Te Kao¹

¹University of Southern California, Information Sciences Institute, Los Angeles, CA 90089 USA.

Journal of Healthcare Informatics Research

|April 13, 2022

Summary

This summary is machine-generated.

Understanding daily affective states using wearable sensors is crucial for mental health. This study shows mixed effects models and label transformation improve affect estimation from sensor data, paving the way for digital interventions.

Failed At:

2026-06-19T13:39:29.917117+00:00

Keywords:

Affect estimation Mixed effects model Wearable sensors

More Related Videos

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

Published on: June 16, 2018

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies

Published on: February 3, 2023

Related Experiment Videos

Last Updated: Sep 27, 2025

An Application for Pairing with Wearable Devices to Monitor Personal Health Status

An Application for Pairing with Wearable Devices to Monitor Personal Health Status

Published on: February 3, 2022

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

Published on: June 16, 2018

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies

Published on: February 3, 2023