Ebrahim Nemati

Orcid: 0000-0002-6406-1086

According to our database1, Ebrahim Nemati authored at least 47 papers between 2012 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2023
Mouth Breathing Detection Using Audio Captured Through Earbuds.
Proceedings of the IEEE International Conference on Acoustics, 2023

MM-HAR: Multi-Modal Human Activity Recognition Using Consumer Smartwatch and Earbuds.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Power Optimized Smartwatch-Earbuds Multimodal System for Monitoring Activities of Daily Living.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Remote Breathing Rate Tracking in Stationary Position Using the Motion and Acoustic Sensors of Earables.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Activity State Tracking Under Non-Restricted Ambulatory Condition.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022
BreatheBuddy: Tracking Real-time Breathing Exercises for Automated Biofeedback Using Commodity Earbuds.
Proc. ACM Hum. Comput. Interact., 2022

Coughtrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-Efficient Sensitivity-Prioritized Time Series Classifier.
Proceedings of the IEEE International Conference on Acoustics, 2022

Ubilung: Multi-Modal Passive-Based Lung Health Assessment.
Proceedings of the IEEE International Conference on Acoustics, 2022

Real-Time Breathing Phase Detection Using Earbuds Microphone.
Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

A Template Matching Based Cough Detection Algorithm Using IMU Data From Earbuds.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
Listen2Cough: Leveraging End-to-End Deep Learning Cough Detection Model to Enhance Lung Health Assessment Using Passively Sensed Audio.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

BreathTrack: Detecting Regular Breathing Phases from Unannotated Acoustic Data Captured by a Smartphone.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

SpeechSpiro: Lung Function Assessment from Speech Pattern as an Alternative to Spirometry for Mobile Health Tracking.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

RRMonitor: A Resource-Aware End-to-End System for Continuous Monitoring of Respiration Rate Using Earbuds.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Towards Motion-Aware Passive Resting Respiratory Rate Monitoring Using Earbuds.
Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

CoughBuddy: Multi-Modal Cough Event Detection Using Earbuds Platform.
Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

2020
ExhaleSense: Detecting High Fidelity Forced Exhalations to Estimate Lung Obstruction on Smartphones.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

Towards Passive Assessment of Pulmonary Function from Natural Speech Recorded Using a Mobile Phone.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

Lung Function Estimation from a Monosyllabic Voice Segment Captured Using Smartphones.
Proceedings of the MobileHCI '20: 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services, 2020

BreathEasy: Assessing Respiratory Diseases Using Mobile Multimodal Sensors.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Automated Time Synchronization of Cough Events from Multimodal Sensors in Mobile Devices.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Adapting to Noise in Speech Obfuscation by Audio Profiling Using Generative Models for Passive Health Monitoring.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

CoughMatch - Subject Verification Using Cough for Personal Passive Health Monitoring.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

CoughGAN: Generating Synthetic Coughs that Improve Respiratory Disease Classification<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Toward Early Severity Assessment of Obstructive Lung Disease Using Multi-Modal Wearable Sensor Data Fusion During Walking.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Comprehensive Approach for Classification of the Cough Type.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Estimation of the Lung Function Using Acoustic Features of the Voluntary Cough.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Assessing Severity of Pulmonary Obstruction from Respiration Phase-Based Wheeze-Sensing Using Mobile Sensors.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
Towards Reliable Data Collection and Annotation to Extract Pulmonary Digital Biomarkers Using Mobile Sensors.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

mLung++: automated characterization of abnormal lung sounds in pulmonary patients using multimodal mobile sensors.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Poster Abstract: A Comprehensive Approach for Cough Type Detection.
Proceedings of the 4th IEEE/ACM International Conference on Connected Health: Applications, 2019

A Generative Model for Speech Segmentation and Obfuscation for Remote Health Monitoring.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

Assessment of Chronic Pulmonary Disease Patients Using Biomarkers from Natural Speech Recorded by Mobile Devices.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

mLung: Privacy-Preserving Naturally Windowed Lung Activity Detection for Pulmonary Patients.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

Extraction of Voice Parameters from Continuous Running Speech for Pulmonary Disease Monitoring.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
InstantRR: Instantaneous Respiratory Rate Estimation on Context-Aware Mobile Devices.
Proceedings of the 13th EAI International Conference on Body Area Networks, 2018

Private Audio-Based Cough Sensing for In-Home Pulmonary Assessment Using Mobile Devices.
Proceedings of the 13th EAI International Conference on Body Area Networks, 2018

Configurable Pulmonary-Tuned Privacy Preservation Algorithm for Mobile Devices.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Wrist-Worn Systems for Activity State Recognition: Evaluation of Challenges and Benefits.
PhD thesis, 2017

2016
Building Continuous Arterial Blood Pressure Prediction Models Using Recurrent Networks.
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

A dynamic data source selection system for smartwatch platform.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Kalman-Filter-Based Walking Distance Estimation for a Smart-Watch.
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

Gait velocity estimation for a smartwatch platform using Kalman filter peak recovery.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016

2015
Can Smartwatches Replace Smartphones for Posture Tracking?
Sensors, 2015

A smartwatch-based medication adherence system.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

2012
A wireless wearable ECG sensor for long-term applications.
IEEE Commun. Mag., 2012


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