Prof. Minh N. Do Profile

Prof. Minh N. Do

Assistant Professor at Univ of Illinois

SPIE Involvement:

Author

Publications (27)

Proceedings Article | 13 March 2024 Presentation

Presentation

Prognostic value of optical coherence tomography (OCT) with machine learning for assessing clinical outcomes of otitis media

Alexander Ho, Qian Jiang, Katherine Peterson, Roxanne Link, Guillermo Monroy, Darold Spillman, Edita Aksamitiene, Joseph Kerschner, Stephen Boppart, Minh Do

Proceedings Volume PC12818, (2024) https://doi.org/10.1117/12.3003143

KEYWORDS: Optical coherence tomography, Machine learning, Biofilms, Visual process modeling, Tissues, Diseases and disorders, Visualization, Video, Scattering, Image resolution

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Proceedings Article | 16 March 2023 Presentation + Paper

Presentation + Paper

Smartphone clip-on instrument and microfluidic processor for rapid sample-to-answer detection of Zika virus in whole blood using spatial RT-LAMP

Weijing Wang, Hankeun Lee, Aaron Jankelow, Trung-Hieu Hoang, Amanda Bacon, Fu Sun, Seol Chae, Victoria Kindratenko, Katherine Koprowski, Robert Stavins, Dylann Ceriani, Zachary Engelder, William King, Minh Do, Rashid Bashir, Enrique Valera, Brian Cunningham

Proceedings Volume 12387, 123870D (2023) https://doi.org/10.1117/12.2649267

KEYWORDS: Microfluidics, Whole blood, Biological samples, Equipment, Lamps, Blood, Nucleic acids, Fluorescence intensity, Fluorescence, Point-of-care devices

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Proceedings Article | 24 April 2017 Open Access

Open Access

Presentation

Halo-free phase contrast microscopy (Conference Presentation)

Tan Nguyen, Mikhail Kandel, Haadi Shakir, Catherine Best, Minh Do, Gabriel Popescu

Proceedings Volume 10074, 1007404 (2017) https://doi.org/10.1117/12.2256892

KEYWORDS: Image acquisition, Refractive index, Phase contrast, Microscopy, Spatial coherence, Phase measurement, Nondestructive evaluation, Microscopes, Interferometry, Statistical modeling

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SPIE Journal Paper | 30 March 2017 Open Access

Open Access

Automatic Gleason grading of prostate cancer using quantitative phase imaging and machine learning

Tan Huu Nguyen, Shamira Sridharan, Virgilia Macias, Andre Kajdacsy-Balla, Jonathan Melamed, Minh Do, Gabriel Popescu

JBO, Vol. 22, Issue 03, 036015, (March 2017) https://doi.org/10.1117/12.10.1117/1.JBO.22.3.036015

KEYWORDS: Image segmentation, Prostate cancer, Phase imaging, Prostate, Tissues, Distortion, Biopsy, Machine learning, Cancer, Feature extraction

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Proceedings Article | 9 March 2016 Open Access

Open Access

Paper

Automatic tissue segmentation of breast biopsies imaged by QPI

Hassaan Majeed, Tan Nguyen, Mikhail Kandel, Virgilia Marcias, Minh Do, Krishnarao Tangella, Andre Balla, Gabriel Popescu

Proceedings Volume 9718, 971817 (2016) https://doi.org/10.1117/12.2209142

KEYWORDS: Refractive index, Tissues, Image segmentation, Breast, Microscopy, Biopsy, Cancer, Pathology, Machine learning, Breast cancer, Phase imaging, Tissue optics, Microscopes

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Proceedings Article | 9 March 2016 Open Access

Open Access

Presentation + Paper

Automatic Gleason grading of prostate cancer using SLIM and machine learning

Tan Nguyen, Shamira Sridharan, Virgilia Marcias, Andre Balla, Minh Do, Gabriel Popescu

Proceedings Volume 9718, 97180Y (2016) https://doi.org/10.1117/12.2217288

KEYWORDS: Prostate cancer, Machine learning, Tissues, Cancer, Image segmentation, Diagnostics, Phase imaging, Prostate, Algorithm development, Biopsy

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Proceedings Article | 11 March 2015 Open Access

Open Access

Paper

Halo-free quantitative phase imaging with partially coherent light

Tan Nguyen, Hassaan Majeed, Christopher Edwards, Minh Do, Lynford Goddard, Gabriel Popescu

Proceedings Volume 9336, 93360N (2015) https://doi.org/10.1117/12.2080358

KEYWORDS: Phase imaging, Phase measurement, Microscopy, Systems modeling, Blood, Computer engineering, Diffraction, Imaging systems, Image acquisition, Interferometry

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Proceedings Article | 11 March 2015 Open Access

Open Access

Paper

Prostate cancer diagnosis using quantitative phase imaging and machine learning algorithms

Tan Nguyen, Shamira Sridharan, Virgilia Macias, Andre Balla, Minh Do, Gabriel Popescu

Proceedings Volume 9336, 933619 (2015) https://doi.org/10.1117/12.2080321

KEYWORDS: Image segmentation, Biopsy, Prostate cancer, Phase imaging, Cancer, Image filtering, Machine learning, Tissues, Feature extraction, Prostate

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Proceedings Article | 14 February 2013 Paper

Paper

Subspace methods for computational relighting

Ha Nguyen, Siying Liu, Minh Do

Proceedings Volume 8657, 865703 (2013) https://doi.org/10.1117/12.2011522

KEYWORDS: Spherical lenses, Light sources and illumination, Reflectivity, Convolution, 3D modeling, Signal to noise ratio, Reflection, Matrices, Bidirectional reflectance transmission function, Light sources

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Proceedings Article | 10 February 2012 Open Access

Open Access

Paper

Denoising and deblurring of Fourier transform infrared spectroscopic imaging data

Tan Nguyen, Rohith Reddy, Michael Walsh, Matthew Schulmerich, Gabriel Popescu, Minh Do, Rohit Bhargava

Proceedings Volume 8296, 82960M (2012) https://doi.org/10.1117/12.921144

KEYWORDS: FT-IR spectroscopy, Absorbance, Data modeling, Imaging spectroscopy, Point spread functions, Spectroscopy, Denoising, Sensors, Image processing, Imaging systems

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Proceedings Article | 10 February 2012 Paper

Paper

Registration and integration of multiple depth images using signed distance function

Daniel Kubacki, Huy Bui, S. Derin Babacan, Minh Do

Proceedings Volume 8296, 82960Z (2012) https://doi.org/10.1117/12.924275

KEYWORDS: Cameras, Data modeling, 3D modeling, Image registration, 3D image processing, Error analysis, 3D scanning, Machine vision, Computer vision technology, Visualization

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Proceedings Article | 27 September 2007 Paper

Paper

Sampling signals from a union of shift-invariant subspaces

Yue Lu, Minh Do

Proceedings Volume 6701, 670122 (2007) https://doi.org/10.1117/12.733331

KEYWORDS: Fourier transforms, Detection theory, Vector spaces, Lutetium, Mathematical modeling, Electronic filtering, Computer engineering, Systems modeling, Telecommunications, Optical filters

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Proceedings Article | 28 February 2007 Paper

Paper

Image interpolation using multiscale geometric representations

Nickolaus Mueller, Yue Lu, Minh Do

Proceedings Volume 6498, 64980A (2007) https://doi.org/10.1117/12.714510

KEYWORDS: Image processing, Image interpolation, Wavelets, Wavelet transforms, Image filtering, Image quality, Image resolution, Video, Lutetium, Statistical analysis

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Proceedings Article | 28 February 2007 Paper

Paper

Signal reconstruction from a periodic nonuniform set of samples using H_∞ optimization

Ha Nguyen, Minh Do

Proceedings Volume 6498, 649814 (2007) https://doi.org/10.1117/12.715504

KEYWORDS: Filtering (signal processing), Solids, MATLAB, Control systems, Error analysis, Optical filters, Measurement devices, Tolerancing, Signal processing, Finite impulse response filters

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Proceedings Article | 17 September 2005 Paper

Paper

Multidimensional oversampled filter banks

Jianping Zhou, Minh Do

Proceedings Volume 5914, 591424 (2005) https://doi.org/10.1117/12.618209

KEYWORDS: Optical filters, Finite impulse response filters, Filtering (signal processing), Inverse problems, Matrices, Reconstruction algorithms, Infinite impulse response filters, Computer engineering, Multidimensional signal processing, Signal processing

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Proceedings Article | 17 September 2005 Paper

Paper

Fast globally optimal search in tree-structured dictionaries

Yan Huang, Ilya Pollak, Minh Do, Charles Bouman

Proceedings Volume 5914, 591410 (2005) https://doi.org/10.1117/12.615428

KEYWORDS: Image compression, Associative arrays, JPEG2000, Distortion, Cameras, Image processing, Wavelets, Binary data, Image segmentation, Detection and tracking algorithms

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Proceedings Article | 17 September 2005 Paper

Paper

Two-dimensional orthogonal filter banks with directional vanishing moments

Jianping Zhou, Minh Do

Proceedings Volume 5914, 59140T (2005) https://doi.org/10.1117/12.618187

KEYWORDS: Filtering (signal processing), Nonlinear filtering, Wavelets, Matrices, Optical filters, Image filtering, Finite impulse response filters, Computer engineering, Electronic filtering, Signal processing

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Proceedings Article | 17 September 2005 Paper

Paper

3-D directional filter banks and surfacelets

Yue Lu, Minh Do

Proceedings Volume 5914, 59141Q (2005) https://doi.org/10.1117/12.621063

KEYWORDS: Electronic filtering, Filtering (signal processing), Optical filters, 3D image processing, Spatial resolution, Multidimensional signal processing, Continuous wavelet transforms, Matrices, Wavelets, Lutetium

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Proceedings Article | 17 September 2005 Paper

Paper

Signal reconstruction using sparse tree representations

Chinh La, Minh Do

Proceedings Volume 5914, 59140W (2005) https://doi.org/10.1117/12.621064

KEYWORDS: Signal to noise ratio, Wavelets, Reconstruction algorithms, Inverse problems, Chemical species, Solids, Wavelet transforms, Associative arrays, Interference (communication), Lanthanum

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Proceedings Article | 17 September 2005 Paper

Paper

Filter design for directional multiresolution decomposition

Arthur Cunha, Minh Do

Proceedings Volume 5914, 59140V (2005) https://doi.org/10.1117/12.618314

KEYWORDS: Optical filters, Linear filtering, Denoising, Nonlinear filtering, Wavelets, Prototyping, Finite impulse response filters, Image compression, Fluctuations and noise, Image filtering

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Proceedings Article | 13 April 2005 Paper

Paper

A least-square fitting algorithm for separating absorption and scattering profiles in spectroscopic optical coherence tomography

Chenyang Xu, Daniel Marks, Minh Do, Stephen Boppart

Proceedings Volume 5690, (2005) https://doi.org/10.1117/12.592568

KEYWORDS: Absorption, Scattering, Optical coherence tomography, Spectroscopy, Signal attenuation, Tissues, Signal to noise ratio, Time-frequency analysis, Monte Carlo methods, Optical spectroscopy

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Proceedings Article | 13 November 2003 Paper

Paper

Anisotropic 2D wavelet packets and rectangular tiling: theory and algorithms

Dan Xu, Minh Do

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.506601

KEYWORDS: Wavelets, Wavelet transforms, Algorithms, Computer programming, Wavelet packet decomposition, Matrices, Computer engineering, Anisotropy, Signal processing, Image processing

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Proceedings Article | 13 November 2003 Paper

Paper

CRISP contourlets: a critically sampled directional multiresolution image representation

Yue Lu, Minh Do

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.506566

KEYWORDS: Optical filters, Matrices, Finite impulse response filters, Image filtering, Anisotropy, Wavelets, Fluctuations and noise, Lutetium, Prototyping, Modulation

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Proceedings Article | 13 November 2003 Paper

Paper

Adaptive wavelet thresholding for multichannel signal estimation

Ian Atkinson, Farzad Kamalabadi, Douglas Jones, Minh Do

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.506397

KEYWORDS: Signal to noise ratio, Wavelets, Discrete wavelet transforms, Signal processing, Interference (communication), Transform theory, Statistical analysis, Filtering (signal processing), Yield improvement, Electronic filtering

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Proceedings Article | 13 November 2003 Paper

Paper

Directional multiscale statistical modeling of images

Duncan Po, Minh Do

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.506412

KEYWORDS: Wavelets, Denoising, Statistical analysis, Databases, Signal to noise ratio, Visualization, Digital filtering, Statistical modeling, Image filtering, Expectation maximization algorithms

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Proceedings Article | 13 November 2003 Paper

Paper

Contourlets and sparse image expansions

Minh Do

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.505948

KEYWORDS: Wavelets, Image processing, Signal to noise ratio, Denoising, Image filtering, Anisotropy, Linear filtering, Information visualization, Image compression, Wavelet transforms

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Proceedings Article | 13 November 2003 Paper

Paper

New design of orthogonal filter banks using the Cayley transform

Jianping Zhou, Minh Do, Jelena Kovacevic

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.507223

KEYWORDS: Matrices, Optical filters, Surface plasmons, Finite impulse response filters, Linear filtering, Wavelets, Nonlinear filtering, Vector spaces, Infinite impulse response filters, Signal processing

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Showing 5 of 27 publications

Conference Committee Involvement (3)

Computational Imaging XI

5 February 2013 | Burlingame, California, United States

Wavelets XII

26 August 2007 | San Diego, California, United States

Wavelets XI

31 July 2005 | San Diego, California, United States

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