Professor

Do Minh N.

Affiliation: The Grainger College of Engineering, Urbana, United States

[email protected]

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Citations

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Scopus ID: 34869347800

https://orcid.org/0000-0001-5132-4986

Introduction

Minh Do served as the Vice Provost during 2020-2021, and then continues as Honorary Vice Provost, for VinUniversity. Since 2002, he has been on the faculty at the University of Illinois at Urbana-Champaign (UIUC), where he is currently the Thomas and Margaret Huang Endowed Professor in Signal Processing & Data Science in the Department of Electrical and Computer Engineering, and holds affiliate appointments with Coordinated Science Laboratory, Beckman Institute for Advanced Science and Technology, Department of Bioengineering, Siebel School of Computing and Data Science, and Carle Illinois College of Medicine.

Affiliation: The Grainger College of Engineering, Urbana, United States

Research Output

Physically grounded deep learning-enabled gold nanoparticle localization and quantification in photonic resonator absorption microscopy for digital resolution molecular diagnostics

Lee Hankeun, Li Siyan, Liu Leyang, Wang Weijing, Ayupova Takhmina, Tibbs Joseph, Kim Chansong, Fang Ying, Do Minh N., Cunningham Brian T.
  • Biosensors and Bioelectronics
DOI: 10.1016/j.bios.2025.117455
  • Digital resolution detection
  • Gold nanoparticle
  • Machine learning
  • Molecular diagnostics
  • Photonic crystal

Robult: Leveraging Redundancy and Modality-Specific Features for Robust Multimodal Learning

Nguyen Duy A., Kamboj Abhi, Do Minh N.
  • Ijcai International Joint Conference on Artificial Intelligence
DOI: 10.24963/ijcai.2025/666

Smartphone-Based Digitized Neurological Examination Toolbox for Multi-Test Neurological Abnormality Detection and Documentation

Hoang Trung-Hieu, Zallek Christopher, Do Minh N.
  • IEEE Journal of Biomedical and Health Informatics
DOI: 10.1109/JBHI.2024.3439492
  • Digital biomarkers
  • discriminant features analysis
  • human motion analysis
  • human pose estimation
  • machine learning
  • Parkinson's disease

Towards a Comprehensive Solution for a Vision-Based Digitized Neurological Examination

Hoang Trung-Hieu, Zehni Mona, Xu Huaijin, Heintz George, Zallek Christopher, Do Minh N.
  • IEEE Journal of Biomedical and Health Informatics
DOI: 10.1109/JBHI.2022.3167927
  • Digital biomarkers
  • digitized exams
  • disease documentation
  • finger tapping
  • finger to finger
  • forearm roll
  • gait
  • human pose
  • machine learning
  • monitoring
  • quantitative analysis
  • stand-up and walk
  • tele-neurology

Multimodal fusion using sparse cca for breast cancer survival prediction

Subramanian Vaishnavi, Syeda-Mahmood Tanveer, Do Minh N.
  • Proceedings International Symposium on Biomedical Imaging
DOI: 10.1109/ISBI48211.2021.9434033

Use of a convolutional neural network and quantitative ultrasound for diagnosis of fatty liver

Nguyen Trong N., Podkowa Anthony S., Park Trevor H., Miller Rita J., Do Minh N., Oelze Michael L.
  • Ultrasound in Medicine and Biology
DOI: 10.1016/j.ultrasmedbio.2020.10.025
  • Liver disease
  • Machine learning
  • Quantitative ultrasound

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Keyphrases

  • Digital resolution detection
  • Gold nanoparticle
  • Machine learning
  • Molecular diagnostics
  • Photonic crystal
  • Digital biomarkers
  • discriminant features analysis
  • human motion analysis
  • human pose estimation
  • machine learning
  • Parkinson's disease
  • digitized exams
  • disease documentation
  • finger tapping
  • finger to finger
  • forearm roll
  • gait
  • human pose
  • monitoring
  • quantitative analysis
  • stand-up and walk
  • tele-neurology
  • Liver disease
  • Quantitative ultrasound

Computer Science

  • Biotechnology

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