Publications

Comprehensive analysis of stroke epidemiology in Vietnam: Insights from GBD 1990–2019 and RES-Q 2017–2023
Global Epidemiology 2025
Minh Cong Tran, Lara Prisco, Phuong Minh Pham, Huy Quoc Phan, Mario Ganau, Nhat Pham, Linh Huyen Truong, Proochista Ariana, Phuong Viet Dao, Dung Tien Nguyen, Chi Van Nguyen, Hoa Thi Truong, Thang Huy Nguyen, Jeyaraj Pandian, Ton Duy Mai, Andrew Farmery. 

An Unobtrusive and Lightweight Ear-worn System for Continuous Epileptic Seizure Detection
ACM HEALTH 2024 - ACM Transactions on Computing for Healthcare
Abdul Aziz, Nhat Pham, Neel Vora, Cody Reynolds, Jaime Lehnen, Pooja Venkatesh, Zhuoran Yao, Jay Harvey, Tam Vu, Kan Ding, Phuc Nguyen.

Stress-GPT: Towards stress detection with an EEG-based foundation model
ACM MobiCom 2024 Workshop - International Workshop on Mobile Computing with Efficient and Interactive Foundation Models
Catherine Lloyd*, Loic Lorente Lemoine*, Reiyan Al-Shaikh, Kim Tien Ly, Hakan Kayan, Charith Perera, Nhat Pham.

Epileptic seizure detection with Tiny Machine Learning - a Preliminary Study.
MobiUK 2024 - Sixth UK Mobile, Wearable and Ubiquitous Systems Research Symposium.
Loic Lemoine and Nhat Pham.

Revealing Semantic Mappings Across HAR Datasets
IEEE DCOSS-IoT 2024 - The 20th Annual International Conference on Distributed Computing in Smart Systems and the Internet of Things
Ada Alevizaki, Nhat Pham, Niki Trigoni

UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers.
IEEE PerCom 2024 - The 22nd International Conference on Pervasive Computing and Communications
Hong Jia, Young Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo.
(23 out of 158 submissions, acceptance ratio: 14.5%)

A comprehensive study on the efficacy of a wearable sleep aid device featuring closed-loop real-time acoustic stimulation
Nature Scientific Reports - Oct. 2023 (IF: 4.9).
Anh Nguyen, Galen Pogoncheff, Ban Xuan Dong, Nam Bui, Hoang Truong, Nhat Pham, Linh Nguyen, Hoang Nguyen-Huu, Khue Bui-Diem, Quan Vu-Tran-Thien, Sy Duong-Quy, Sangtae Ha, and Tam Vu

Detection of Microsleep Events with a Behind-the-ear Wearable System.
IEEE TMC 2023 - IEEE Transactions on Mobile Computing, Vol. 22, Iss. 2, Feb. 2023 (IF: 7.9).
Nhat Pham, Tuan Dinh, Taeho Kim, Zohreh Raghebi, Nam Bui, Hoang Truong, Tuan Nguyen, Farnoush Banaei-Kashani, Ann Halbower, Thang Dinh, Phuc Nguyen, and Tam Vu.

Invited Paper: Hierarchical Activity Recognition with Smartwatch IMU.
ACM ICDCN 2023 - 24th International Conference on Distributed Computing and Networking.
Ada Alevizaki, Nhat Pham, and Niki Trigoni.

PROS: an Efficient Pattern-Driven Compressive Sensing Framework for Low-Power Biopotential-based Wearables with On-chip Intelligence. [Slides]
ACM MobiCom 2022 - The 28th ACM Intl’ Conf. on Mobile Computing and Networking.
Nhat Pham, Hong Jia, Minh Tran, Tuan Dinh, Nam Bui, Young Kwon, Dong Ma, Phuc Nguyen, Cecilia Mascolo, Tam Vu.
(56 out of 314 submissions, acceptance ratio: 17.8%)

Demo: IoTree - A Battery-free Wearable System with Biocompatible Sensors for Continuous Tree Health Monitoring.
ACM MobiCom 2022 - The 28th ACM Intl' Conf. on Mobile Computing and Networking.
Tuan Dang, Trung Tran, Khang Nguyen, Tien Pham, Nhat Pham, Tam Vu, and Phuc Nguyen.

IoTree: A Battery-free Wearable System with Biocompatible Sensors for Continuous Tree Health Monitoring. [Video]
ACM MobiCom 2022 - The 28th ACM Intl’ Conf. on Mobile Computing and Networking.
Tuan Dang, Trung Tran, Khang Nguyen, Tien Pham, Nhat Pham, Tam Vu, and Phuc Nguyen.
(56 out of 314 submissions, acceptance ratio: 17.8%)

eBP: an ear-worn device for frequent and comfortable blood pressure monitoring.
ACM CACM 2021 - Communications of the ACM, Vol. 64, No. 8, Aug. 2021.
Nam Bui, Nhat Pham, Jessica Jacqueline Barnitz, Zhanan Zou, Phuc Nguyen, Hoang Truong, Taeho Kim, Nicholas Farrow, Anh Nguyen, Jianliang Xiao, Robin Deterding, Thang Dinh and Tam Vu.
Research Highlight

DroneScale: Drone Load Estimation Via Remote Passive RF Sensing.
ACM SenSys 2020 - The 18th ACM Intl' Conf. on Embedded Networked Sensor Systems.
Phuc Nguyen, Vimal Kakaraparthi, Nam Bui, Nikshep Umamahesh, Nhat Pham, Hoang Truong, Yeswanth Guddeti, Dinesh Bharadia, Eric Frew, Richard Han, Daniel Massey, Tam Vu.
(44 out of 213 submissions, acceptance ratio: 20.7%)

Epileptic Seizure Detection and Experimental Treatment: A Review
Frontiers in Neurology, Jul. 2020.
Taeho Kim, Phuc Nguyen, Nhat Pham, Nam Bui, Hoang Truong, Sangtae Ha, Tam Vu.

WAKE: A Behind-the-ear Wearable System for Microsleep Detection. [Slides] [Video]
ACM MobiSys 2020 - The 18th ACM Intl' Conf. on Mobile Systems, Applications, and Services.
Nhat Pham, Tuan Dinh, Zohreh Raghebi, Taeho Kim, Nam Bui, Phuc Nguyen, Hoang Truong, Farnoush Banaei-Kashani, Ann Halbower, Thang Dinh, and Tam Vu.
(34 out of 175 submissions, acceptance ratio: 19.4%)

Painometry: Wearable and Objective Quantification System for Acute Postoperative Pain. [Video]
ACM MobiSys 2020 - The 18th ACM Intl' Conf. on Mobile Systems, Applications, and Services.
H. Truong, N. Bui, Z. Raghebi, M. Ceko, N. Pham, P. Nguyen, A. Nguyen, T. Kim, K. Siegfried, E. Stene, T. Tvrdy, L. Weinman, T. Payne, D. Burke, T. Dinh, S. D'Mello, F. Banaei-Kashani, T. Wager, P. Goldstein, and T. Vu.
(34 out of 175 submissions, acceptance ratio: 19.4%)

eBP: Frequent and comfortable blood pressure monitoring from inside human's ears.
ACM GetMobile 2019 - Mobile Computing and Communications, Vol. 23, Iss. 4, Dec. 2019.
Nam Bui, Nhat Pham, Hoang Truong, Phuc Nguyen, J. Xiao, Robin Deterding, and Tam Vu.
Research Highlight

eBP: A Wearable System For Frequentand Comfortable Blood Pressure Monitoring From User’s Ear. [Slides] [Video]
ACM MobiCom 2019 - The 25th Annual International Conference on Mobile Computing and Networking.
Nam Bui, Nhat Pham, Jessica Jacqueline Barnitz, Zhanan Zou, Phuc Nguyen, Hoang Truong, Taeho Kim, Nicholas Farrow, Anh Nguyen, Jianliang Xiao, Robin Deterding, Thang Dinh and Tam Vu.
(55 out of 290 submissions, acceptance ratio: 18.9%)
Best Paper Award
GetMobile Research Highlight 2019
ACM SIGMOBILE Research Highlight 2020
Communications of the ACM Research Highlight 2021

Demo: Earable - An Ear-Worn Biosignal Sensing Platform for Cognitive State Monitoring and Human-Computer Interaction. [Video]
ACM MobiSys 2019 - 17th ACM International Conference on Mobile Systems, Applications, and Services.
Nhat Pham, Taeho Kim, Frederick M Thayer, Anh Nguyen, and Tam Vu.

MSHCS-MAC: A MAC for Multi-hop Cognitive Radio Networks Based on Slow Hopping and Cooperative Sensing Approach with Time Synchronization.
KICS - The Journal of Korean Institute of Communications and Information Sciences, Nov. 2018.
Won-Deuk Yoon, Nhat Pham, Ki-Woong Kwon, Jang-Gwan Im, Dae-Young Kim.

MSHCS-MAC: A MAC protocol for Multi-hop cognitive radio networks based on Slow Hopping and Cooperative Sensing approach. [Slides]
IEEE ISCC 2018 - 23th IEEE Symposium on Computers and Communications, Natal, Brazil, Jun. 2018.
Nhat Pham, Kiwoong Kwon, and Daeyoung Kim.

Oliot-OpenCity: Open Standard Interoperable Smart City Platform.
IEEE ISC2 2018 - IEEE International Smart Cities Conference, Kansas City, Missouri, USA, Sep. 2018.
Yalew k. Tolcha, Hoang Minh Nguyen, Jawook Byun, Kiwoong Kwon, Jiyong Han, Wondeuk Yoon, Nakyung Lee, Hyunseob Kim, Nhat Pham, and Daeyoung Kim.

GS1 Global Smart Parking System: Integrated architecture that provides interoperability of global systems.
KCC 2017 - Korea Computer Congress 2017, Jeju, Korea, Jul. 2017.
Nhat Pham, Sungpil Woo, Muhammad Hassan, Hoang Minh Nguyen and Daeyoung Kim.

GS1 Global Smart Parking System: One Architecture to Unify Them All. [Slides]
IEEE SCC 2017 - 14th IEEE International Conference on Services Computing, Honolulu, Hawaii, USA, Jun. 2017.
Nhat Pham, Muhammad Hassan, Hoang Minh Nguyen and Daeyoung Kim.

IsV2C: An Integrated Road Traffic-Network-Cloud Simulator for V2C Connected Car Services.
IEEE SCC 2017 - 14th IEEE International Conference on Services Computing, Honolulu, Hawaii, USA, Jun. 2017.
Heejae Kim, Jiyong Han, Seonghwan Kim, Jisoo Choi, Dongsik Yoon, Minsu Jeon, Eunjoo Yang, Nhat Pham, Sungpil Woo, Daeyoung Kim and Chan-Hyun Youn

Towards an Open Framework for Home Automation Development. [Slides] [Demo]
IEEE ACOMP 2015 - 14th IEEE Intl' Conf. on Services Computing, Ho Chi Minh city, Vietnam, Nov. 2015.
Dang-Nhat Pham-Huu, Van-Hien Nguyen, Van-Anh Trinh, Van-Hieu Bui, and Hoang-Anh Pham.