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Jungmok Bae

7 accepted papers

2025

Evaluation of Wearable Head BCG for PTT Measurement in Blood Pressure Intervention

ICASSP 2025accepted

This study evaluates the usability of wearable head ballistocardiography (BCG) in providing accurate pulse transit time (PTT) measurements during blood pressure (BP) interventions. Head BCG is a new technique enabling measurement of proximal aortic blood ejection from sensors placed at distal sites,…

Cited by 0SourceScholar
2025

Know Your Heart Better: Multimodal Cardiac Output Monitoring using Earbuds

ICASSP 2025accepted

Cardiac Output (CO) is a critical indicator of health, offering insights into cardiac dysfunction, acute stress responses, and cognitive decline. Traditional CO monitoring methods, like impedance cardiography, are invasive and impractical for daily use, leading to a gap in continuous, non-invasive m…

Cited by 0SourceScholar
2024

Ballistocardiogram-Based Heart Rate Variability Estimation for Stress Monitoring using Consumer Earbuds

ICASSP 2024accepted

Stress can potentially have detrimental effects on both physical and mental well-being, but monitoring it can be challenging, especially in free-living conditions. One approach to address this challenge is to use earbud accelerometers to capture the ballistocardiogram (BCG) response. These sensors a…

Cited by 0SourceScholar
2024

Core Body Temperature and its Role in Detecting Acute Stress: A Feasibility Study

ICASSP 2024accepted

Core body temperature (CBT) is one of the critical yet under-explored phenomena in the context of stress detection. Several CBT measurement methods exist, but they are often limited in continuous CBT monitoring. Furthermore, how continuous CBT can be used to model acute stress is little explored. We…

Cited by 0SourceScholar
2024

Heart Rate Variability Estimation with Dynamic Fine Filtering and Global-Local Context Outlier Removal

ICASSP 2024accepted

Consumer hearable technologies such as earbuds are increasingly embedding physiological sensors, including photoplethysmography (PPG) and inertial measurements. They create unique opportunities to passively monitor stress and deliver digital interventions such as music. However, PPG signals recorded…

Cited by 0SourceScholar
2024

Multimodal Breathing Rate Estimation Using Facial Motion and RPPG From RGB Camera

ICASSP 2024accepted

Camera-based respiratory monitoring is contactless, non-invasive, unobtrusive, and easily accessible compared to conventional wearable devices. This paper presents a novel multimodal approach to estimating breathing rate based on tracking the movement and color changes of the face through an RGB cam…

Cited by 0SourceScholar
2024

Normalization is All You Need: Robust Full-Range Contactless SpO2 Estimation Across Users

ICASSP 2024accepted

The accurate estimation of peripheral capillary oxygen saturation (SpO <inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</inf> ) is vital for monitoring respiratory health, with applications spanning medical diagnostics and fitness tracking. Remote phot…

Cited by 0SourceScholar