Research Interests
My current study focus on developing efficient multimodal AI framework for digital phenotype monitoring and assessment of some common neurological and mental health diseases,
with a target on low-resource deployment setting, e.g., low and middle-income countries.
I'm also interested in human-based biosignal experiments and analysis associated to different
sub-domain studies in neurology, cardiology, and digital remote monitoring.
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News
- [Jan '25] I was awarded ME-UYR travel grant; by IEEE Signal Processing Society.
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[Aug '24]
I started the PhD program in CECS x VISHC, VinUniversity,
advised by Dr. Hieu Pham
and Dr. Huong Ha.
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[Jul '24]
We introduce our Motor Imagery based BCI project at BME10 conference, Phan Thiet, Vietnam.
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[Nov '23]
I started my work as a Research Assistant @ Brain Health Lab, HCMIU.
where I tech-led the implementation for the Brain-Computer Interface system for Vietnamese cohort.
This is part of a cross-national KC-4.0 project, funded by MOST.
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[Sep '23]
I finished defense my Master thesis: Remote Photoplethysmography Assessment Using Deep Learning @
Graduate School of Information Science and Engineering, Ritsumeikan University
(Chair: Dr. Ruck Thawonmas).
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[Aug '22]
I was awarded 2nd prize in Kyoto Startup Weekend Competition; by KYOTO Design Lab
(Kyoto Institute of Technology) x Techstars. We designed a proof-of-concept application
for small clothes business.
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[Jun '22]
I joined Scadinavian startup HĀTO x
Black VC as a part-time researcher,
worked in the multidisciplinary field of cardiology diangostisc analysis, bio-signal processing, database management and artificial intelligence.
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[Mar '22]
I presented my paper at IEEE LifeTech 2022 conference, Osaka, Japan.
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[Sep '21]
I started M.Eng course @ Ritsumeikan University (Japan), advised by Dr. Koji Kashihara.
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[Aug '21]
My BME8 conference paper was published in IFMBE Proceedings Series.
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[Mar '21]
I was awarded fully-funded Monbukagakusho (MEXT) Scholarship; by Japanese Gonvernment.
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Teaching Assistant
- [Spring '25]
Object Oriented Programming and Data Structures
@ CECS, VinUniversity.
- [Fall '24]
Computer Vision
@ CECS, VinUniversity.
- [Fall '22]
Experiments in Artificial and Natural Intelligence
@ CISE, Ritsumeikan University.
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Talks
- [Dec '24]
Development and Evaluation of Multimodal AI Framework for Mental Health Assessment: A Preliminary Study.
At the 17th International Conference on Brain Informatics (BI2024), Bangkok, Thailand.
- [Jul '24]
Evaluation of Cue-based Protocol Implementation in Motor Imagery-based Brain-Computer Interface Experiments.
At the NeuroCoB Society's Brainconnects (NSNC2024), Putrajaya, Malaysia.
[github]
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Publications
- [C.2]
C. Pham and K. Kashihara (2022, March),
A Hybrid Controller for Multiple Drug Infusion in Heart Failure using Convolutional Neural Network.
In Proceedings of IEEE LifeTech 2022.
[paper]
[github]
- [C.1]
Nguyen, M. T. D., Pham, C. Q., Nguyen, H. N., Le, K. Q., & Huynh, L. Q. (2022)
A Statistical Approach to Evaluate Beta Response in Motor Imagery-Based Brain-Computer Interface.
In IFMBE Proceedings of BME8.
[paper]
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