helpResearch questionWearable, Sensing, and Physiological Monitoring
How do atrial fibrillation (AF) patients use consumer technologies such as wearables for daily self-care?Direction: Health, Healthcare, and Wellbeing
Wearable, Sensing, and Physiological Monitoring
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2025
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56 items
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can consumer technology support clinical decision-making and communication through patient-generated data for AF patients?helpResearch questionWearable, Sensing, and Physiological Monitoring
What role does technology play in alleviating or exacerbating AF patients' bodily perception uncertainty?lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
AF patients lack effective technical support for daily self-care.helpResearch questionWearable, Sensing, and Physiological Monitoring
Can LLMs effectively analyze behavioral data from mobile and wearable devices to generate meaningful clinical insights?helpResearch questionWearable, Sensing, and Physiological Monitoring
Can chain-of-thought (CoT) methods improve LLM reasoning ability in multi-sensor behavioral data analysis?helpResearch questionWearable, Sensing, and Physiological Monitoring
Can LLM-generated reasoning content help mental health professionals improve diagnosis and treatment in clinical settings?lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Mental health data lacks causal analysis and actionable clinical insights.helpResearch questionWearable, Sensing, and Physiological Monitoring
Can non-contact RF sensing accurately distinguish respiration, mobility behavior, and sleep characteristics between systemic lupus erythematosus (SLE) patients and healthy individuals through signals captured in daily living environments?UbiComp '23Digital Phenotyping Using Non-Contact RF Sensing Technology: A Longitudinal Study Comparing Systemic Lupus Erythematosus and Healthy Participants
helpResearch questionWearable, Sensing, and Physiological Monitoring
What notable differences exist in respiration, mobility behavior, and sleep characteristics between SLE patients and healthy individuals?UbiComp '23Digital Phenotyping Using Non-Contact RF Sensing Technology: A Longitudinal Study Comparing Systemic Lupus Erythematosus and Healthy Participants
helpResearch questionWearable, Sensing, and Physiological Monitoring
Can monitoring multidimensional signal features of SLE patients with non-contact RF sensing provide a more objective disease state assessment method?UbiComp '23Digital Phenotyping Using Non-Contact RF Sensing Technology: A Longitudinal Study Comparing Systemic Lupus Erythematosus and Healthy Participants
lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
SLE patients struggle to objectively monitor disease changes with existing methods, creating a heavy life burden.UbiComp '23Digital Phenotyping Using Non-Contact RF Sensing Technology: A Longitudinal Study Comparing Systemic Lupus Erythematosus and Healthy Participants
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can commercial smartwatch PPG data be used for efficient stress detection?UbiComp '23WatchPPG: An Open-Source Toolkit for PPG-based Stress Detection using Off-the-shelf Smartwatches
helpResearch questionWearable, Sensing, and Physiological Monitoring
How does commercial smartwatch stress detection performance compare to research-grade devices?UbiComp '23WatchPPG: An Open-Source Toolkit for PPG-based Stress Detection using Off-the-shelf Smartwatches
helpResearch questionWearable, Sensing, and Physiological Monitoring
Can improved data preprocessing methods enhance stress detection performance on commercial devices?UbiComp '23WatchPPG: An Open-Source Toolkit for PPG-based Stress Detection using Off-the-shelf Smartwatches
lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Users lack convenient and low-cost stress monitoring tools in daily life.UbiComp '23WatchPPG: An Open-Source Toolkit for PPG-based Stress Detection using Off-the-shelf Smartwatches
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can light reflection rheography (LRR) technology and wearable devices enable low-cost venous function assessment?UbiComp '23VeinXam: A Low-Cost Deep Veins Function Assessment
helpResearch questionWearable, Sensing, and Physiological Monitoring
How does the VeinXam system's accuracy in assessing lower-limb venous health compare with professional medical equipment?UbiComp '23VeinXam: A Low-Cost Deep Veins Function Assessment
helpResearch questionWearable, Sensing, and Physiological Monitoring
Can users correctly understand and use the system through animated operation guides and color cues?UbiComp '23VeinXam: A Low-Cost Deep Veins Function Assessment
lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Diagnostic devices for conditions such as deep vein thrombosis are expensive and inconvenient, delaying detection.UbiComp '23VeinXam: A Low-Cost Deep Veins Function Assessment
helpResearch questionWearable, Sensing, and Physiological Monitoring
How do eyeglasses-based automated dietary monitoring systems perform in real-world utility and usability?helpResearch questionWearable, Sensing, and Physiological Monitoring
How can real-time dietary behavior detection and immediate reminders improve users' dietary logging compliance?helpResearch questionWearable, Sensing, and Physiological Monitoring
What are users' social acceptability and privacy tolerance toward eyeglasses-based automated dietary monitoring devices?lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Users struggle to consistently and accurately maintain dietary logs.helpResearch questionWearable, Sensing, and Physiological Monitoring
Is sleep quality data recorded by wearables associated with users' everyday task performance?UbiComp '22Sleep Quality Tracking and Alignment with a Simple In-the-Wild Task
helpResearch questionWearable, Sensing, and Physiological Monitoring
Can the designed "100-square calculation" task effectively reflect cognitive load and support long-term implementation?UbiComp '22Sleep Quality Tracking and Alignment with a Simple In-the-Wild Task
helpResearch questionWearable, Sensing, and Physiological Monitoring
Which sleep metrics (e.g., REM duration, temperature deviation) significantly affect cognitive performance?UbiComp '22Sleep Quality Tracking and Alignment with a Simple In-the-Wild Task
lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Users have difficulty assessing the real impact of their sleep on everyday task performance.UbiComp '22Sleep Quality Tracking and Alignment with a Simple In-the-Wild Task
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can echo reflections inside earphones be used for user identification?UbiComp '22Earmonitor: In-ear Motion-resilient Acoustic Sensing Using Commodity Earphones
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can motion interference in earphone acoustic sensing be eliminated in dynamic scenarios?UbiComp '22Earmonitor: In-ear Motion-resilient Acoustic Sensing Using Commodity Earphones
helpResearch questionWearable, Sensing, and Physiological Monitoring
Can earphone acoustic sensing accurately monitor heart rate and compare with professional medical equipment?UbiComp '22Earmonitor: In-ear Motion-resilient Acoustic Sensing Using Commodity Earphones
lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Traditional earphones have limited functionality and cannot meet users' needs for identification and health monitoring.UbiComp '22Earmonitor: In-ear Motion-resilient Acoustic Sensing Using Commodity Earphones
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can a wearable device be designed to move quickly, precisely, and reliably on clothing?UbiComp '22Calico: Relocatable On-cloth Wearables with Fast, Reliable, and Precise Locomotion
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can garment-embedded track design improve adaptability and stability on complex paths?UbiComp '22Calico: Relocatable On-cloth Wearables with Fast, Reliable, and Precise Locomotion
helpResearch questionWearable, Sensing, and Physiological Monitoring
How effective is this dynamically mobile wearable device across application scenarios such as telemedicine and dance training?UbiComp '22Calico: Relocatable On-cloth Wearables with Fast, Reliable, and Precise Locomotion
lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Existing wearables are fixed in position and cannot meet needs for flexible interaction and multi-site sensing.UbiComp '22Calico: Relocatable On-cloth Wearables with Fast, Reliable, and Precise Locomotion
helpResearch questionWearable, Sensing, and Physiological Monitoring
Can Bayesian deep learning models accurately detect atrial fibrillation (AF) in noisy PPG signals?UbiComp '22BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can AF detection model performance and robustness be improved on low-resource wearables?UbiComp '22BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data
helpResearch questionWearable, Sensing, and Physiological Monitoring
Through uncertainty estimation, can models reliably filter high-quality signals in dynamic environments?UbiComp '22BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data
lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
PPG detection on smartwatches struggles to detect atrial fibrillation (AF) early due to noise interference.UbiComp '22BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can a wearable device based on electrical impedance tomography (EIT) be designed to monitor bladder function in real time?UbiComp '22Electrical Impedance Tomography Bladder Monitoring Wearable Device
helpResearch questionWearable, Sensing, and Physiological Monitoring
Can combining patient subjective feedback with hardware-collected data significantly improve diagnostic accuracy for bladder disorders?UbiComp '22Electrical Impedance Tomography Bladder Monitoring Wearable Device
helpResearch questionWearable, Sensing, and Physiological Monitoring
How should bladder image reconstruction using LDA and QDA algorithms be evaluated?UbiComp '22Electrical Impedance Tomography Bladder Monitoring Wearable Device
lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Patients with urinary tract disorders lack efficient, precise diagnostic tools, affecting treatment and quality of life.UbiComp '22Electrical Impedance Tomography Bladder Monitoring Wearable Device
helpResearch questionWearable, Sensing, and Physiological Monitoring
How can medication intake behavior be accurately recognized in non-laboratory environments?helpResearch questionWearable, Sensing, and Physiological Monitoring
Can an improved Bagging algorithm improve classification performance for imbalanced medication intake behavior data?helpResearch questionWearable, Sensing, and Physiological Monitoring
How can predicted probability distributions improve classification accuracy in activity recognition models?lightbulbPractical problemWearable, Sensing, and Physiological Monitoring
Patients struggle to adhere to medication schedules because medication intake behavior cannot be accurately monitored.helpResearch questionWearable, Sensing, and Physiological Monitoring
How can pressure images be used to accurately estimate 3D joint positions in sleep postures?UbiComp '21Toward Fine-Grained Sleeping Activity Recognition: 3D Extension and an Estimation Try on Joint Position of SLP Dataset
helpResearch questionWearable, Sensing, and Physiological Monitoring
Which network designs and loss functions can significantly improve 3D joint position estimation accuracy in sleep posture analysis?UbiComp '21Toward Fine-Grained Sleeping Activity Recognition: 3D Extension and an Estimation Try on Joint Position of SLP Dataset
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Rethinking Lived Experience in Chronic Illness: Navigating Bodily Doubt with Consumer Technology in Atrial Fibrillation Self-Care
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From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
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FitNibble: A Field Study to Evaluate the Utility and Usability of Automatic Diet Monitoring in Food Journaling using an Eyeglasses-based Wearable
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