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Hung Cao
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 71
Top Topics
Neural Architectures
Continuous Monitoring
Traumatic Brain Injury
Kalman Filter
Top Venues
CoRR
Sensors
IEEE SENSORS
EMBC
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Publications
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Atah Nuh Mih
,
Hung Cao
,
Asfia Kawnine
,
Monica Wachowicz
Developing a Resource-Constraint EdgeAI model for Surface Defect Detection.
CoRR
(2024)
Paul Marsh
,
Mao-Hsiang Huang
,
Xing Xia
,
Ich Tran
,
Plamen Atanassov
,
Hung Cao
Polarization Conforms Performance Variability in Amorphous Electrodeposited Iridium Oxide pH Sensors: A Thorough Surface Chemistry Investigation.
Sensors
24 (3) (2024)
Amir Mohammad Naderi
,
Jennifer G. Casey
,
Mao-Hsiang Huang
,
Rachelle Victorio
,
David Y. Chiang
,
Calum MacRae
,
Hung Cao
,
Vandana A. Gupta
Towards Precision Cardiovascular Analysis in Zebrafish: The ZACAF Paradigm.
CoRR
(2024)
Tobias Clement
,
Truong Thanh Hung Nguyen
,
Mohamed Abdelaal
,
Hung Cao
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection.
CoRR
(2024)
Truong Thanh Hung Nguyen
,
Vo Thanh Khang Nguyen
,
Quoc Hung Cao
,
Van Binh Truong
,
Quoc Khanh Nguyen
,
Hung Cao
Enhancing the Fairness and Performance of Edge Cameras with Explainable AI.
CoRR
(2024)
Atah Nuh Mih
,
Hung Cao
,
Joshua Pickard
,
Monica Wachowicz
,
Rickey Dubay
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques.
COINS
(2023)
Atah Nuh Mih
,
Hung Cao
,
Asfia Kawnine
,
Monica Wachowicz
ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights.
CoRR
(2023)
Linh Huynh Thi Thuy
,
Phu Nguyen Dang
,
Hung Cao
,
Hung Anh Nguyen
,
Jung-Chih Chiao
,
Chun-Ping Jen
,
Loc Do Quang
,
Trinh Chu Duc
,
Tung Thanh Bui
A Highly Sensitive Immunosensor for White Spot Syndrome Virus (WSSV) Envelope Protein VP28 Detection Based on Electrochemical Impedance Spectroscopy Technique.
SENSORS
(2023)
Nastaran Mansourian
,
Sadaf Sarafan
,
Farah Torkamani-Azar
,
Tadesse Ghirmai
,
Hung Cao
Novel QRS detection based on the Adaptive Improved Permutation Entropy.
Biomed. Signal Process. Control.
80 (Part) (2023)
Asfia Kawnine
,
Hung Cao
,
Atah Nuh Mih
,
Monica Wachowicz
Evaluating Multi-Global Server Architecture for Federated Learning.
CoRR
(2023)
Atah Nuh Mih
,
Hung Cao
,
Joshua Pickard
,
Monica Wachowicz
,
Rickey Dubay
TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques.
CoRR
(2023)
Mao-Hsiang Huang
,
Amir Naderi
,
Ping Zhu
,
Xiaolei Xu
,
Hung Cao
Assessing Cardiac Functions of Zebrafish from Echocardiography Using Deep Learning.
Inf.
14 (6) (2023)
Manoj Vishwanath
,
Steven Cao
,
Nikil D. Dutt
,
Amir M. Rahmani
,
Miranda M. Lim
,
Hung Cao
Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment.
CoRR
(2023)
Hung Cao
,
Monica Wachowicz
,
Rene Richard
,
Ching-Hsien Hsu
Fostering new Vertical and Horizontal IoT Applications with Intelligence Everywhere.
CoRR
(2023)
Sadaf Sarafan
,
Hoang Vuong
,
Daniel Jilani
,
Samir Malhotra
,
Michael P. H. Lau
,
Manoj Vishwanath
,
Tadesse Ghirmai
,
Hung Cao
A Novel ECG Denoising Scheme Using the Ensemble Kalman Filter.
EMBC
(2022)
Samir Malhotra
,
Dang Song Pham
,
Michael P. H. Lau
,
Anh H. Nguyen
,
Hung Cao
A Low-Cost, 3D-Printed Biosensor for Rapid Detection of Escherichia coli.
Sensors
22 (6) (2022)
Sung Sik Chu
,
Hung Anh Nguyen
,
Jimmy Zhang
,
Shawana Tabassum
,
Hung Cao
Towards Multiplexed and Multimodal Biosensor Platforms in Real-Time Monitoring of Metabolic Disorders.
Sensors
22 (14) (2022)
Sadaf Sarafan
,
Tai Le
,
Michael P. H. Lau
,
Afshan Hameed
,
Tadesse Ghirmai
,
Hung Cao
Fetal Electrocardiogram Extraction from the Mother's Abdominal Signal Using the Ensemble Kalman Filter.
Sensors
22 (7) (2022)
Manoj Vishwanath
,
Nikil D. Dutt
,
Amir M. Rahmani
,
Miranda M. Lim
,
Hung Cao
Label Alignment Improves EEG-based Machine Learning-based Classification of Traumatic Brain Injury.
EMBC
(2022)
Khuong Vo
,
Manoj Vishwanath
,
Ramesh Srinivasan
,
Nikil D. Dutt
,
Hung Cao
Composing Graphical Models with Generative Adversarial Networks for EEG Signal Modeling.
ICASSP
(2022)
Mohamed Benomar
,
Steven Cao
,
Manoj Vishwanath
,
Khuong Vo
,
Hung Cao
Investigation of EEG-Based Biometric Identification Using State-of-the-Art Neural Architectures on a Real-Time Raspberry Pi-Based System.
Sensors
22 (23) (2022)
Khuong Vo
,
Emad Kasaeyan Naeini
,
Amir Naderi
,
Daniel Jilani
,
Amir M. Rahmani
,
Nikil D. Dutt
,
Hung Cao
P2E-WGAN: ECG waveform synthesis from PPG with conditional wasserstein generative adversarial networks.
SAC
(2021)
Sung Sik Chu
,
Paul Marsh
,
Hung A. Nguyen
,
Carolyn E. Jones
,
Miranda M. Lim
,
Hung Cao
Fabrication of Highly Sensitive Pt-black Electrochemical Sensors for GABA Detection.
EMBC
(2021)
Navjodh Singh Dhillon
,
Agustinus Sutandi
,
Manoj Vishwanath
,
Miranda M. Lim
,
Hung Cao
,
Dong Si
A Raspberry Pi-based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram.
CoRR
(2021)
Sadaf Sarafan
,
Tai Le
,
Floranne Ellington
,
Zhijie Zhang
,
Michael P. H. Lau
,
Tadesse Ghirmai
,
Afshan Hameed
,
Hung Cao
Development of a Home-based Fetal Electrocardiogram (ECG) Monitoring System.
EMBC
(2021)
Manoj Vishwanath
,
Salar Jafarlou
,
Ikhwan Shin
,
Nikil D. Dutt
,
Amir M. Rahmani
,
Carolyn E. Jones
,
Miranda M. Lim
,
Hung Cao
Investigation of Machine Learning and Deep Learning Approaches for Detection of Mild Traumatic Brain Injury from Human Sleep Electroencephalogram.
EMBC
(2021)
René Richard
,
Hung Cao
,
Monica Wachowicz
An Automated Clustering Process for Helping Practitioners to Identify Similar EV Charging Patterns across Multiple Temporal Granularities.
SMARTGREENS
(2021)
Navjodh Singh Dhillon
,
Agustinus Sutandi
,
Manoj Vishwanath
,
Miranda M. Lim
,
Hung Cao
,
Dong Si
A Raspberry Pi-Based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram.
Sensors
21 (8) (2021)
Amir Naderi
,
Haisong Bu
,
Jingcheng Su
,
Mao-Hsiang Huang
,
Khuong Vo
,
Ramses Seferino Trigo Torres
,
J.-C. Chiao
,
Juhyun Lee
,
Michael P. H. Lau
,
Xiaolei Xu
,
Hung Cao
Deep learning-based framework for cardiac function assessment in embryonic zebrafish from heart beating videos.
Comput. Biol. Medicine
135 (2021)
Hung Cao
,
Monica Wachowicz
,
James Craig
Edge-Cloud Intelligence in Self-Diagnostic of Land Mobile Radio Systems.
WF-IoT
(2021)
Hung Cao
,
Monica Wachowicz
A Holistic Overview of Anticipatory Learning for the Internet of Moving Things: Research Challenges and Opportunities.
ISPRS Int. J. Geo Inf.
9 (4) (2020)
René Richard
,
Hung Cao
,
Monica Wachowicz
Discovering EV Recharging Patterns through an Automated Analytical Workflow.
ISC2
(2020)
Duy Nguyen
,
Duc Nguyen
,
Thong Nguyen
,
Khoi Ngo
,
Hung Cao
,
Thinh Vuong
,
Tho Quan
Automatic Container Code Recognition Using MultiDeep Pipeline.
ICCCI (CCIS Volume)
(2020)
Paul Marsh
,
Fatemeh Mohseni
,
Jung-Chih Chiao
,
Hung Cao
Investigation of the Self-Calibration Function for IrOx-based pH Sensors.
IEEE SENSORS
(2020)
Manoj Vishwanath
,
Salar Jafarlou
,
Ikhwan Shin
,
Nikil D. Dutt
,
Amir M. Rahmani
,
Miranda M. Lim
,
Hung Cao
.
EMBC
(2020)
Thanh-Hoang Nguyen-Vo
,
Loc Nguyen
,
Nguyet Do
,
Thien-Ngan Nguyen
,
Khang Trinh
,
Hung Cao
,
Ly Le
Plant Metabolite Databases: From Herbal Medicines to Modern Drug Discovery.
J. Chem. Inf. Model.
60 (3) (2020)
Khuong Vo
,
Tai Le
,
Amir M. Rahmani
,
Nikil D. Dutt
,
Hung Cao
An Efficient and Robust Deep Learning Method with 1-D Octave Convolution to Extract Fetal Electrocardiogram.
Sensors
20 (13) (2020)
Tai Le
,
Floranne Ellington
,
Tao-Yi Lee
,
Khuong Vo
,
Michelle Khine
,
Sandeep Kumar Krishnan
,
Nikil D. Dutt
,
Hung Cao
Continuous Non-Invasive Blood Pressure Monitoring: A Methodological Review on Measurement Techniques.
IEEE Access
8 (2020)
Tai Le
,
Jimmy Zhang
,
Xing Xia
,
Xiaolei Xu
,
Isaac Clark
,
Lauren Schmiess-Heine
,
Anh H. Nguyen
,
Michael P. H. Lau
,
Hung Cao
Continuous Electrocardiogram Monitoring in Zebrafish with Prolonged Mild Anesthesia.
EMBC
(2020)
Manoj Vishwanath
,
Salar Jafarlou
,
Ikhwan Shin
,
Miranda M. Lim
,
Nikil D. Dutt
,
Amir M. Rahmani
,
Hung Cao
Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice.
Sensors
20 (7) (2020)
Selda Yildiz
,
Ryan A. Opel
,
Jonathan E. Elliott
,
Jeffrey A. Kaye
,
Hung Cao
,
Miranda M. Lim
Categorizing Sleep in Older Adults with Wireless Activity Monitors Using LSTM Neural Networks.
EMBC
(2019)
Hung Cao
,
Marcel Brown
,
Lizhi Chen
,
Riley Smith
,
Monica Wachowicz
Lessons Learned from Integrating Batch and Stream Processing using IoT Data.
IoTSMS
(2019)
Hung Cao
,
Monica Wachowicz
The design of an IoT-GIS platform for performing automated analytical tasks.
Comput. Environ. Urban Syst.
74 (2019)
Hung Cao
,
Monica Wachowicz
Analytics Everywhere for Streaming IoT Data.
IoTSMS
(2019)
Hung Cao
,
Monica Wachowicz
,
Chiara Renso
,
Emanuele Carlini
Analytics Everywhere: Generating Insights From the Internet of Things.
IEEE Access
7 (2019)
Paul Marsh
,
Yi Zhuang
,
Zhenghan Xu
,
Lauren Heine
,
Hung Cao
Sample Tube pH Monitoring via Passive Powering and Communication.
IEEE SENSORS
(2019)
Hung Cao
,
Monica Wachowicz
An Edge-Fog-Cloud Architecture of Streaming Analytics for Internet of Things Applications.
Sensors
19 (16) (2019)
Alec Parise
,
Miguel-Ángel Manso-Callejo
,
Hung Cao
,
Marco Mendonca
,
Harpreet Kohli
,
Monica Wachowicz
Indoor Occupancy Prediction using an IoT Platform.
IoTSMS
(2019)
Paul Marsh
,
Miguel Huerta
,
Tai Le
,
Xuesong Yang
,
Jung-Chih Chiao
,
Hung Cao
Wireless Iridium Oxide-Based pH Sensing Systems.
IEEE SENSORS
(2018)
Tai Le
,
Alexandre Moravec
,
Miguel Huerta
,
Michael P. H. Lau
,
Hung Cao
Unobtrusive Continuous Monitoring of Fetal Cardiac Electrophysiology in the Home Setting.
IEEE SENSORS
(2018)
Michael Lenning
,
Joseph Fortunato
,
Tai Le
,
Isaac Clark
,
Ang Sherpa
,
Soyeon Yi
,
Peter Hofsteen
,
Geethapriya Thamilarasu
,
Jingchun Yang
,
Xiaolei Xu
,
Huy-Dung Han
,
Tzung K. Hsiai
,
Hung Cao
Real-Time Monitoring and Analysis of Zebrafish Electrocardiogram with Anomaly Detection.
Sensors
18 (1) (2018)
Silviu Gruber
,
Daniel Schossow
,
Chia-Yi Lin
,
Cheuk Hei Ho
,
Christine Jeong
,
Tuen Lung Lau
,
Hung Cao
,
Jingchun Yang
,
Xiaolei Xu Zebrafish
Wireless power transfer for ECG monitoring in freely-swimming zebrafish.
IEEE SENSORS
(2017)
Hung Cao
,
Monica Wachowicz
,
Sangwhan Cha
Developing an edge analytics platform for analyzing real-time transit data streams.
CoRR
(2017)
Lilian Hernandez
,
Hung Cao
,
Monica Wachowicz
Implementing an edge-fog-cloud architecture for stream data management.
FWC
(2017)
Hung Cao
What is the next innovation after the internet of things?
CoRR
(2017)
Hung Cao
,
Monica Wachowicz
,
Sangwhan Cha
Developing an edge computing platform for real-time descriptive analytics.
IEEE BigData
(2017)
Hung Cao
,
Monica Wachowicz
,
Chiara Renso
,
Emanuele Carlini
An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things.
CoRR
(2017)
Ikechukwu Maduako
,
Hung Cao
,
Lilian Hernandez
,
Monica Wachowicz
Combining edge and cloud computing for mobility analytics: poster abstract.
SEC
(2017)
Paul Marsh
,
Wyatt Moore
,
Mark Clucas
,
Ly Huynh
,
Kyoung-Tae Kim
,
Soyeon Yi
,
Hung Cao
,
Jung-Chih Chiao
Characterization of flexible pH micro-sensors based on electrodeposited IrOx thin film.
IEEE SENSORS
(2017)
Ang Samden Sherpa
,
Daniel Schossow
,
Michael Lenning
,
Paul Marsh
,
Nick Garzon
,
Peter Hofsteen
,
Hung Cao
,
Jingchun Yang
,
Xiaolei Xu
,
Van Nguyen Thi Thanh
,
Chi Tran Nhu
,
Tung Thanh Bui
,
Trinh Chu Duc
Novel apparatus for simultaneous monitoring of electrocardiogram in awake zebrafish.
IEEE SENSORS
(2017)
Hung Cao
,
Monica Wachowicz
The design of a streaming analytical workflow for processing massive transit feeds.
CoRR
(2017)
Manuja Sharma
,
Peter Ritchie
,
Tadesse Ghirmai
,
Hung Cao
,
Michael P. H. Lau
Unobtrusive acquisition and extraction of fetal and maternal ECG in the home setting.
IEEE SENSORS
(2017)
Peter Ritchie
,
Miguel Huerta
,
Tuen Lung Lau
,
Jules Agee
,
Hung Cao
,
Jung-Chih Chiao
Passive continuous electrocardiogram monitoring of firemen using non-contact electrodes.
IEEE SENSORS
(2017)
Lilian Hernandez
,
Hung Cao
,
Monica Wachowicz
Implementing a fog/cloud architecture for supporting stream data management.
CoRR
(2017)
Ikechukwu Maduako
,
Hung Cao
,
Lilian Hernandez
,
Monica Wachowicz
Combining edge and cloud computing for mobility analytics.
CoRR
(2017)
Devon Griggs
,
Manuja Sharma
,
Arian Naghibi
,
Colton Wallin
,
Victor Ho
,
Karinne Barbosa
,
Tadesse Ghirmai
,
Hung Cao
,
Sandeep Kumar Krishnan
Design and development of continuous cuff-less blood pressure monitoring devices.
IEEE SENSORS
(2016)
Houssem Eddine Amor
,
Ammar B. Kouki
,
Paul Marsh
,
Kyoung-Tae Kim
,
Hung Cao
Development of a novel miniaturized LTCC-based wireless pH sensing system.
IEEE SENSORS
(2016)
Sangwhan Cha
,
Marta Padilla Ruiz
,
Monica Wachowicz
,
Loc Hoang Tran
,
Hung Cao
,
Ikechukwu Maduako
The role of an IoT platform in the design of real-time recommender systems.
WF-IoT
(2016)
Chokri Jebali
,
Riadh Essaadali
,
Hung Cao
,
Ammar B. Kouki
Selective orthogonal predistortion for power amplifiers.
CCECE
(2015)
Cuong M. Nguyen
,
Smitha M. N. Rao
,
Xuesong Yang
,
Souvik Dubey
,
Jeffrey Mays
,
Hung Cao
,
Jung-Chih Chiao
Sol-Gel Deposition of Iridium Oxide for Biomedical Micro-Devices.
Sensors
15 (2) (2015)
Achraf Ben Amar
,
Ammar B. Kouki
,
Hung Cao
Power Approaches for Implantable Medical Devices.
Sensors
15 (11) (2015)
Hung Cao
,
Ling Gu
,
S. K. Mohanty
,
Jung-Chih Chiao
An Integrated μLED Optrode for Optogenetic Stimulation and Electrical Recording.
IEEE Trans. Biomed. Eng.
60 (1) (2013)
Hung Cao
,
Vaibhav Landge
,
Uday Tata
,
Young-Sik Seo
,
Smitha M. N. Rao
,
Shou Jiang Tang
,
Harry F. Tibbals
,
Stuart Spechler
,
Jung-Chih Chiao
An Implantable, Batteryless, and Wireless Capsule With Integrated Impedance and pH Sensors for Gastroesophageal Reflux Monitoring.
IEEE Trans. Biomed. Eng.
59 (11-2) (2012)
Aurélie Clodic
,
Hung Cao
,
Samir Alili
,
Vincent Montreuil
,
Rachid Alami
,
Raja Chatila
SHARY: A Supervision System Adapted to Human-Robot Interaction.
ISER
(2008)