Recurrent Neural Networks Based Obesity Status Prediction Using Activity Data. - Qinghan Xue; Xiaoran Wang; Samuel Meehan; Jilong Kuang; Jun Alex Gao; Mooi Choo Chuah (ICMLA, 2018)

Automated Time Synchronization of Cough Events from Multimodal Sensors in Mobile Devices. - Tousif Ahmed; Mohsin Y. Ahmed; Md. Mahbubur Rahman; Ebrahim Nemati; Bashima Islam; Korosh Vatanparvar; Viswam Nathan; Daniel McCaffrey 001; Jilong Kuang; Jun Alex Gao (ICMI, 2020)

BreathEasy: Assessing Respiratory Diseases Using Mobile Multimodal Sensors. - Md. Mahbubur Rahman; Mohsin Y. Ahmed; Tousif Ahmed; Bashima Islam; Viswam Nathan; Korosh Vatanparvar; Ebrahim Nemati; Daniel McCaffrey 001; Jilong Kuang; Jun Alex Gao (ICMI, 2020)

CoughBuddy: Multi-Modal Cough Event Detection Using Earbuds Platform. - Ebrahim Nemati; Shibo Zhang; Tousif Ahmed; Md. Mahbubur Rahman; Jilong Kuang; Alex Gao 001 (BSN, 2021)

Towards Motion-Aware Passive Resting Respiratory Rate Monitoring Using Earbuds. - Md. Mahbubur Rahman; Tousif Ahmed; Mohsin Yusuf Ahmed; Ebrahim Nemati; Minh Dinh; Nathan Folkman; Md. Mehedi Hasan; Jilong Kuang; Jun Alex Gao (BSN, 2021)

Real-Time 3D Arm Motion Tracking Using the 6-axis IMU Sensor of a Smartwatch. - Wenchuan Wei; Keiko Kurita; Jilong Kuang; Alex Gao 001 (BSN, 2021)

Better Battery Life: Towards Energy-Efficient Smartwatch-Based Atrial Fibrillation Detection in Ambulatory Free-living Environments. - Hanbin Zhang; Li Zhu 004; Viswam Nathan; Jilong Kuang; Jacob Kim; Alex Gao 001 (BSN, 2021)

RRMonitor: A Resource-Aware End-to-End System for Continuous Monitoring of Respiration Rate Using Earbuds. - Tousif Ahmed; Md. Mahbubur Rahman; Mohsin Yusuf Ahmed; Ebrahim Nemati; Minh Dinh; Nathan Folkman; Jilong Kuang; Alex Gao 001 (EMBC, 2021)

Device Invariant Deep Neural Networks for Pulmonary Audio Event Detection Across Mobile and Wearable Devices. - Mohsin Y. Ahmed; Li Zhu 004; Md. Mahbubur Rahman; Tousif Ahmed; Jilong Kuang; Alex Gao 001 (EMBC, 2021)

SpeechSpiro: Lung Function Assessment from Speech Pattern as an Alternative to Spirometry for Mobile Health Tracking. - Korosh Vatanparvar; Viswam Nathan; Ebrahim Nemati; Md. Mahbubur Rahman; Daniel McCaffrey 001; Jilong Kuang; Jun Alex Gao (EMBC, 2021)

Real-Time Limb Motion Tracking with a Single IMU Sensor for Physical Therapy Exercises. - Wenchuan Wei; Keiko Kurita; Jilong Kuang; Alex Gao 001 (EMBC, 2021)

A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection. - Shibo Zhang; Ebrahim Nemati; Tousif Ahmed; Md. Mahbubur Rahman; Jilong Kuang; Alex Gao 001 (EMBC, 2021)

BreathTrack: Detecting Regular Breathing Phases from Unannotated Acoustic Data Captured by a Smartphone. - Bashima Islam; Md. Mahbubur Rahman; Tousif Ahmed; Mohsin Yusuf Ahmed; Md. Mehedi Hasan; Viswam Nathan; Korosh Vatanparvar; Ebrahim Nemati; Jilong Kuang; Jun Alex Gao (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Listen2Cough: Leveraging End-to-End Deep Learning Cough Detection Model to Enhance Lung Health Assessment Using Passively Sensed Audio. - Xuhai Xu; Ebrahim Nemati; Korosh Vatanparvar; Viswam Nathan; Tousif Ahmed; Md. Mahbubur Rahman; Daniel McCaffrey 001; Jilong Kuang; Jun Alex Gao (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Towards Early Detection and Burden Estimation of Atrial Fibrillation in an Ambulatory Free-living Environment. - Hanbin Zhang; Li Zhu 004; Viswam Nathan; Jilong Kuang; Jacob Kim; Jun Alex Gao; Jeffrey E. Olgin (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

A Template Matching Based Cough Detection Algorithm Using IMU Data From Earbuds. - Bishal Lamichhane; Ebrahim Nemati; Tousif Ahmed; Md. Mahbubur Rahman; Jilong Kuang; Alex Gao 001 (BHI, 2022)

Deep Audio Spectral Processing for Respiration Rate Estimation from Smart Commodity Earbuds. - Mohsin Y. Ahmed; Tousif Ahmed; Md. Mahbubur Rahman; Zihan Wang; Jilong Kuang; Alex Gao 001 (BSN, 2022)

Enhancement of Remote PPG and Heart Rate Estimation with Optimal Signal Quality Index. - Jiyang Li; Korosh Vatanparvar; Li Zhu 004; Jilong Kuang; Alex Gao 001 (BSN, 2022)

Respiration Rate Estimation from Remote PPG via Camera in Presence of Non-Voluntary Artifacts. - Korosh Vatanparvar; Migyeong Gwak; Li Zhu 004; Jilong Kuang; Alex Gao 001 (BSN, 2022)

Real-Time Breathing Phase Detection Using Earbuds Microphone. - Zihan Wang; Tousif Ahmed; Md. Mahbubur Rahman; Mohsin Y. Ahmed; Ebrahim Nemati; Jilong Kuang; Alex Gao 001 (BSN, 2022)

Contactless SpO2 Detection from Face Using Consumer Camera. - Li Zhu 004; Korosh Vatanparvar; Migyeong Gwak; Jilong Kuang; Alex Gao 001 (BSN, 2022)

Deep Multivariate Domain Translation for Device Invariant Pulmonary Patient Identification from Cough and Speech Sounds. - Mohsin Y. Ahmed; Korosh Vatanparvar; Jilong Kuang; Alex Gao 001 (EMBC, 2022)

Motion- Based Respiratory Rate Estimation with Motion Artifact Removal Using Video of Face and Upper Body. - Migyeong Gwak; Korosh Vatanparvar; Jilong Kuang; Alex Gao 001 (EMBC, 2022)

Detecting Physiological Responses Using Multimodal Earbud Sensors. - Md. Mahbubur Rahman; Xuhai Xu; Viswam Nathan; Tousif Ahmed; Mohsin Yusuf Ahmed; Dan McCaffrey 001; Jilong Kuang; Trevor Cowell; Julia Moore; Wendy Berry Mendes; Jun Alex Gao (EMBC, 2022)

Remote Photoplethysmography and Heart Rate Estimation by Dynamic Region of Interest Tracking. - Wenchuan Wei; Korosh Vatanparvar; Li Zhu 004; Jilong Kuang; Alex Gao 001 (EMBC, 2022)

Ubilung: Multi-Modal Passive-Based Lung Health Assessment. - Ebrahim Nemati; Xuhai Xu; Viswam Nathan; Korosh Vatanparvar; Tousif Ahmed; Md. Mahbubur Rahman; Dan McCaffrey 001; Jilong Kuang; Alex Gao 001 (ICASSP, 2022)

Coughtrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-Efficient Sensitivity-Prioritized Time Series Classifier. - Shibo Zhang; Ebrahim Nemati; Minh Dinh; Nathan Folkman; Tousif Ahmed; Md. Mahbubur Rahman; Jilong Kuang; Nabil Alshurafa; Alex Gao 001 (ICASSP, 2022)

BreatheBuddy: Tracking Real-time Breathing Exercises for Automated Biofeedback Using Commodity Earbuds. - Md Mahbubur Rahman; Tousif Ahmed; Mohsin Yusuf Ahmed; Minh Dinh; Ebrahim Nemati; Jilong Kuang; Jun Alex Gao (Proc. ACM Hum. Comput. Interact., 2022)

Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables. - Li Zhu 004; Viswam Nathan; Jilong Kuang; Jacob Kim; Robert Avram; Jeffrey E. Olgin; Jun Alex Gao (IEEE J. Biomed. Health Informatics, 2022)

VTMonitor: Tidal Volume Estimation Using Earbuds. - Yincheng Jin; Md Mahbubur Rahman; Tousif Ahmed; Lana Mukharesh; Jilong Kuang; Alex Gao 001 (BSN, 2023)

Advancements in Face Alignment Evaluation for Contact-less Vital Sign Detection. - Jicheng Li; Roghayeh Leila Barmaki; Li Zhu 004; Korosh Vatanparvar; Migyeong Gwak; Jilong Kuang; Alex Gao 001 (BSN, 2023)

Activity State Tracking Under Non-Restricted Ambulatory Condition. - Ebrahim Nemati; Nafiul Rashid; Mohsin Y. Ahmed; Jilong Kuang; Jun Alex Gao (BSN, 2023)

Remote Breathing Rate Tracking in Stationary Position Using the Motion and Acoustic Sensors of Earables. - Tousif Ahmed; Md Mahbubur Rahman; Ebrahim Nemati; Mohsin Yusuf Ahmed; Jilong Kuang; Jun Alex Gao (CHI, 2023)

Power Optimized Smartwatch-Earbuds Multimodal System for Monitoring Activities of Daily Living. - Mohsin Y. Ahmed; Ebrahim Nemati; Nafiul Rashid; Maksim Shurpo; Jilong Kuang; Jun Alex Gao (EMBC, 2023)

Estimating SpO2 with Deep Oxygen Desaturations from Facial Video Under Various Lighting Conditions: A Feasibility Study. - Michael Chan 006; Li Zhu 004; Korosh Vatanparvar; Migyeong Gwak; Jilong Kuang; Alex Gao 001 (EMBC, 2023)

Contactless Monitoring of Respiratory Rate and Breathing Absence from Head Movements Using an RGB Camera. - Migyeong Gwak; Korosh Vatanparvar; Li Zhu 004; Jilong Kuang; Jun Alex Gao (EMBC, 2023)

RRDetection: Respiration Rate Estimation Using Earbuds During Physical Activities. - Yincheng Jin; Md Mahbubur Rahman; Tousif Ahmed; Jilong Kuang; Jun Alex Gao (EMBC, 2023)

MM-HAR: Multi-Modal Human Activity Recognition Using Consumer Smartwatch and Earbuds. - Nafiul Rashid; Ebrahim Nemati; Mohsin Y. Ahmed; Jilong Kuang; Jun Alex Gao (EMBC, 2023)

Enhanced Contactless Heart Rate Monitoring Using Camera with Motion Artifact Removal During Physical Activities. - Korosh Vatanparvar; Jiyang Li; Migyeong Gwak; Li Zhu 004; Jilong Kuang; Jun Alex Gao (EMBC, 2023)

Mouth Breathing Detection Using Audio Captured Through Earbuds. - Tousif Ahmed; Md. Mahbubur Rahman; Ebrahim Nemati; Jilong Kuang; Alex Gao 001 (ICASSP, 2023)

Improving Heart Rate and Heart Rate Variability Estimation from Video Through a HR-RR-Tuned Filter. - Michael Chan 006; Li Zhu 004; Korosh Vatanparvar; Hewon Jung; Jilong Kuang; Jun Alex Gao (ICASSP, 2023)

BreathIE: Estimating Breathing Inhale Exhale Ratio Using Motion Sensor Data from Consumer Earbuds. - Nafiul Rashid; Md Mahbubur Rahman; Tousif Ahmed; Jilong Kuang; Jun Alex Gao (ICASSP, 2023)

Cough-DL: A Deep Learning Model for Ear-Worn Cough Detection. - Bhawana Chhaglani; Ebrahim Nemati; Sharath Chandrashekhara; Jilong Kuang; Alex Gao 001 (EMBC, 2024)

A Framework for Extracting Heart Rate Variability Features from Earbud-PPG for Stress Detection. - Bhanu Teja Gullapalli; Viswam Nathan; Md Mahbubur Rahman; Jilong Kuang; Jun Alex Gao (EMBC, 2024)

Enhance Heart Rate Measurement from Remote PPG with Head Motion Awareness from Image. - Jiyang Li; Korosh Vatanparvar; Migyeong Gwak; Li Zhu 004; Jilong Kuang; Alex Gao 001 (EMBC, 2024)

Morphological Photoplethysmography Features Enhance Stress Detection in Earbud Sensors. - Larry Zhang; Viswam Nathan; Christina Rosa; Jilong Kuang; Wendy Berry Mendes; Jun Alex Gao (EMBC, 2024)

Multimodal Breathing Rate Estimation Using Facial Motion and RPPG From RGB Camera. - Migyeong Gwak; Korosh Vatanparvar; Li Zhu 004; Nafiul Rashid; Mohsin Y. Ahmed; Jungmok Bae; Jilong Kuang; Alex Gao 001 (ICASSP, 2024)

Ballistocardiogram-Based Heart Rate Variability Estimation for Stress Monitoring using Consumer Earbuds. - David J. Lin; Md Mahbubur Rahman; Li Zhu 004; Viswam Nathan; Jungmok Bae; Christina Rosa; Wendy Berry Mendes; Jilong Kuang; Jun Alex Gao (ICASSP, 2024)

Core Body Temperature and its Role in Detecting Acute Stress: A Feasibility Study. - Mehrab Bin Morshed; Md Mahbubur Rahman; Viswam Nathan; Li Zhu 004; Jungmok Bae; Christina Rosa; Wendy Berry Mendes; Jilong Kuang; Alex Gao 001 (ICASSP, 2024)

Heart Rate Variability Estimation with Dynamic Fine Filtering and Global-Local Context Outlier Removal. - Ramesh Kumar Sah; Md. Mahbubur Rahman; Viswam Nathan; Li Zhu 004; Jungmok Bae; Christina Rosa; Wendy Berry Mendes; Jilong Kuang; Jun Alex Gao (ICASSP, 2024)

Normalization is All You Need: Robust Full-Range Contactless SpO2 Estimation Across Users. - Qijia Shao; Li Zhu 004; Mohsin Y. Ahmed; Korosh Vatanparvar; Migyeong Gwak; Nafiul Rashid; Jungmok Bae; Jilong Kuang; Alex Gao 001 (ICASSP, 2024)

Freq2Time: Weakly Supervised Learning of Camera-Based RPPG from Heart Rate. - Jeremy Speth; Korosh Vatanparvar; Li Zhu 004; Jilong Kuang; Alex Gao 001 (ICASSP, 2024)