Dr. Peter Soliz Profile

Dr. Peter Soliz

President at VisionQuest Biomedical LLC

SPIE Involvement:

Author

Publications (44)

Proceedings Article | 13 March 2019 Paper

Computer-based detection of age-related macular degeneration and glaucoma using retinal images and clinical data

Vinayak Joshi, Jeffrey Wigdahl, Jeremy Benson, Sheila Nemeth, Peter Soliz

Proceedings Volume 10950, 1095031 (2019) https://doi.org/10.1117/12.2513009

KEYWORDS: Retina, Eye, Image classification, Algorithm development, Image analysis, Macula

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Proceedings Article | 28 February 2019 Paper

Impact of retinal image quality: software aid for a low-cost device and effects on disease detection

Peter Soliz, Gilberto Zamora, Jeremy Benson, Sheila Nemeth, John Maynard, Simon Barriga, Jeffrey Wigdahl

Proceedings Volume 10858, 1085829 (2019) https://doi.org/10.1117/12.2510125

KEYWORDS: Image quality, Cameras, Photography, Artificial intelligence, Eye, Image analysis, Quality systems, Image resolution, Imaging systems, Image segmentation

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Proceedings Article | 2 March 2018 Paper

Transfer learning for diabetic retinopathy

Jeremy Benson, Hector Carrillo, Jeff Wigdahl, Sheila Nemeth, John Maynard, Gilberto Zamora, Simon Barriga, Trilce Estrada, Peter Soliz

Proceedings Volume 10574, 105741Z (2018) https://doi.org/10.1117/12.2293378

KEYWORDS: Image quality, Image processing, Data modeling, Image enhancement, Network architectures, Eye, Medical imaging, Image analysis, Convolutional neural networks, Image classification

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Proceedings Article | 13 February 2018 Presentation + Paper

Low cost thermal camera for use in preclinical detection of diabetic peripheral neuropathy in primary care setting

V. Joshi, N. Manivannan, Z. Jarry, J. Carmichael, M. Vahtel, G. Zamora, C. Calder, J. Simon, M. Burge, P. Soliz

Proceedings Volume 10485, 104850U (2018) https://doi.org/10.1117/12.2290335

KEYWORDS: Cameras, Temperature metrology, Thermography, Leptons, Video, Infrared cameras, Nerve

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Proceedings Article | 13 February 2018 Paper

Comparison of low-cost handheld retinal camera and traditional table top retinal camera in the detection of retinal features indicating a risk of cardiovascular disease

V. Joshi, J. Wigdahl, S. Nemeth, G. Zamora, E. Ebrahim, P. Soliz

Proceedings Volume 10485, 1048516 (2018) https://doi.org/10.1117/12.2291099

KEYWORDS: Cameras, Retinal scanning, Image quality, Eye, Photography, Heart, Imaging systems, Retina

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Proceedings Article | 24 March 2016 Paper

Automated detection of retinal whitening in malarial retinopathy

V. Joshi, C. Agurto , S. Barriga, S. Nemeth, P. Soliz, I. MacCormick, T. Taylor, S. Lewallen, S. Harding

Proceedings Volume 9785, 97852G (2016) https://doi.org/10.1117/12.2217188

KEYWORDS: Retina, Feature extraction, Image segmentation, Image processing algorithms and systems, Computer aided diagnosis and therapy, Diagnostics, Ischemia, Control systems, Cameras, Image processing

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Proceedings Article | 24 March 2016 Paper

Comprehensive eye evaluation algorithm

C. Agurto , S. Nemeth, G. Zamora, M. Vahtel, P. Soliz, S. Barriga

Proceedings Volume 9785, 978518 (2016) https://doi.org/10.1117/12.2217130

KEYWORDS: Algorithm development, Eye, Detection and tracking algorithms, Macula, Image classification, Retina, Feature extraction, Blood, Control systems, Databases

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Proceedings Article | 24 March 2016 Paper

Vessel discoloration detection in malarial retinopathy

C. Agurto , S. Nemeth, S. Barriga, P. Soliz, I. MacCormick, T. Taylor, S. Harding, S. Lewallen, V. Joshi

Proceedings Volume 9785, 978519 (2016) https://doi.org/10.1117/12.2216917

KEYWORDS: Retina, Feature extraction, Eye, Image segmentation, Detection and tracking algorithms, Pathology, Image classification, Image processing algorithms and systems, Image enhancement, Magnetic resonance imaging, Algorithm development

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Proceedings Article | 4 March 2016 Presentation + Paper

Comparison of the effectiveness of three retinal camera technologies for malarial retinopathy detection in Malawi

Peter Soliz, Sheila Nemeth, E. Simon Barriga, Simon Harding, Susan Lewallen, Terrie Taylor, Ian MacCormick, Vinayak Joshi

Proceedings Volume 9693, 96930B (2016) https://doi.org/10.1117/12.2213282

KEYWORDS: Cameras, Image quality, Ophthalmoscopy, Image processing, Blood circulation, Video, Retina, Retinal scanning, Image quality standards, Macula, Imaging systems

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The purpose of this study was to test the suitability of three available camera technologies (desktop, portable, and iphone based) for imaging comatose children who presented with clinical symptoms of malaria. Ultimately, the results of the project would form the basis for a design of a future camera to screen for malaria retinopathy (MR) in a resource challenged environment. The desktop, portable, and i-phone based cameras were represented by the Topcon, Pictor Plus, and Peek cameras, respectively. These cameras were tested on N=23 children presenting with symptoms of cerebral malaria (CM) at a malaria clinic, Queen Elizabeth Teaching Hospital in Malawi, Africa. Each patient was dilated for binocular indirect ophthalmoscopy (BIO) exam by an ophthalmologist followed by imaging with all three cameras. Each of the cases was graded according to an internationally established protocol and compared to the BIO as the clinical ground truth. The reader used three principal retinal lesions as markers for MR: hemorrhages, retinal whitening, and vessel discoloration. The study found that the mid-priced Pictor Plus hand-held camera performed considerably better than the lower price mobile phone-based camera, and slightly the higher priced table top camera. When comparing the readings of digital images against the clinical reference standard (BIO), the Pictor Plus camera had sensitivity and specificity for MR of 100% and 87%, respectively. This compares to a sensitivity and specificity of 87% and 75% for the i-phone based camera and 100% and 75% for the desktop camera. The drawback of all the cameras were their limited field of view which did not allow complete view of the periphery where vessel discoloration occurs most frequently. The consequence was that vessel discoloration was not addressed in this study. None of the cameras offered real-time image quality assessment to ensure high quality images to afford the best possible opportunity for reading by a remotely located specialist.

Proceedings Article | 24 March 2014 Paper

Computer aided diagnosis of diabetic peripheral neuropathy

Viktor Chekh, Peter Soliz, Elizabeth McGrew, Simon Barriga, Mark Burge, Shuang Luan

Proceedings Volume 9035, 90353F (2014) https://doi.org/10.1117/12.2043286

KEYWORDS: Image segmentation, Video, Infrared radiation, Infrared imaging, Thermography, CAD systems, Computer aided diagnosis and therapy, Data modeling, Solid modeling, Thermal modeling

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Proceedings Article | 28 February 2014 Paper

Portable, low-priced retinal imager for eye disease screening

Peter Soliz, Sheila Nemeth, Richard VanNess, E. Barriga, Gilberto Zamora

Proceedings Volume 8930, 89300J (2014) https://doi.org/10.1117/12.2042815

KEYWORDS: Cameras, Image quality, Eye, Imaging systems, Retina, Digital cameras, Photography, Medicine, Imaging devices, Prototyping

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Proceedings Article | 18 March 2013 Paper

Training set optimization and classifier performance in a top-down diabetic retinopathy screening system

J. Wigdahl, C. Agurto, V. Murray, S. Barriga, P. Soliz

Proceedings Volume 8670, 86702K (2013) https://doi.org/10.1117/12.2007931

KEYWORDS: Feature selection, Principal component analysis, Control systems, Feature extraction, Image processing, Algorithm development, Pathology, Blood, Medicine, Detector development

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Proceedings Article | 28 February 2013 Paper

Automated retinal vessel type classification in color fundus images

H. Yu, S. Barriga, C. Agurto, S. Nemeth, W. Bauman, P. Soliz

Proceedings Volume 8670, 86700P (2013) https://doi.org/10.1117/12.2006444

KEYWORDS: Arteries, Image segmentation, Veins, Image classification, Feature extraction, Data modeling, Classification systems, Performance modeling, Cameras, Databases

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Proceedings Article | 9 March 2012 Paper

Portable retinal imaging for eye disease screening using a consumer-grade digital camera

Simon Barriga, Andrey Larichev, Gilberto Zamora, Peter Soliz

Proceedings Volume 8209, 82091T (2012) https://doi.org/10.1117/12.909318

KEYWORDS: Cameras, Chemical vapor deposition, Eye, Digital cameras, Polarizers, Retinal scanning, Imaging systems, Polarization, Digital imaging, Retina

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Proceedings Article | 28 February 2012 Paper

Optical measurements of microvascular circulatory function in the foot for detection of peripheral neuropathy

G. Zamora, V. Chekh, M. Burge, E. S. Barriga, S. Luan, P. Heintz, A. Edwards, E. McGrew, P. Soliz

Proceedings Volume 8214, 82140T (2012) https://doi.org/10.1117/12.911727

KEYWORDS: Control systems, Thermography, Temperature metrology, Functional imaging, Capillaries, Blood circulation, Infrared imaging, Optical testing, Imaging systems, Forward looking infrared

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Proceedings Article | 23 February 2012 Paper

Fast vessel segmentation in retinal images using multi-scale enhancement and second-order local entropy

H. Yu, S. Barriga, C. Agurto, G. Zamora, W. Bauman, P. Soliz

Proceedings Volume 8315, 83151B (2012) https://doi.org/10.1117/12.911547

KEYWORDS: Image segmentation, Databases, Image resolution, Image filtering, MATLAB, Image processing algorithms and systems, Gold, Blood vessels, Image enhancement, Image processing

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Proceedings Article | 15 March 2011 Paper

Quantitative and qualitative image quality analysis of super resolution images from a low cost scanning laser ophthalmoscope

Sergio Murillo, Sebastian Echegaray, Gilberto Zamora, Peter Soliz, Wendall Bauman

Proceedings Volume 7962, 79624T (2011) https://doi.org/10.1117/12.878113

KEYWORDS: Image quality, Lawrencium, Image resolution, Super resolution, Scanning laser ophthalmoscopes, Scanning laser ophthalmoscopy, Cameras, Image processing, Image analysis, Retinal scanning

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Proceedings Article | 5 March 2011 Paper

Toward comprehensive detection of sight threatening retinal disease using a multiscale AM-FM methodology

C. Agurto, S. Barriga, V. Murray, S. Murillo, G. Zamora, W. Bauman, M. Pattichis, P. Soliz

Proceedings Volume 7963, 796316 (2011) https://doi.org/10.1117/12.877498

KEYWORDS: Retina, Eye, Pathology, Feature extraction, Modulation, Zoom lenses, Macula, Detection and tracking algorithms, Image processing, Databases

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Proceedings Article | 5 March 2011 Paper

Fast localization of optic disc and fovea in retinal images for eye disease screening

H. Yu, S. Barriga, C. Agurto, S. Echegaray, M. Pattichis, G. Zamora, W. Bauman, P. Soliz

Proceedings Volume 7963, 796317 (2011) https://doi.org/10.1117/12.878145

KEYWORDS: Image segmentation, Gold, Eye, Detection and tracking algorithms, Databases, Image processing algorithms and systems, Algorithm development, Biomedical optics, Retina, Image quality standards

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Proceedings Article | 12 February 2011 Paper

Endoscopic device for functional imaging of the retina

Simon Barriga, Sweyta Lohani, Bret Martell, Peter Soliz, Dan Ts'o

Proceedings Volume 7885, 78851S (2011) https://doi.org/10.1117/12.878797

KEYWORDS: Retina, Reflectivity, Imaging systems, Functional imaging, Visualization, Imaging devices, Near infrared, Endoscopy, Endoscopes, Cameras

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Proceedings Article | 12 March 2010 Paper

Global optimization for motion estimation with applications to ultrasound videos of carotid artery plaques

Sergio Murillo, Marios Pattichis, Peter Soliz, Simon Barriga, C. Loizou, C. Pattichis

Proceedings Volume 7629, 76290X (2010) https://doi.org/10.1117/12.844496

KEYWORDS: Video, Motion estimation, Ultrasonography, Arteries, Speckle, Optical flow, Motion models, Signal to noise ratio, Principal component analysis, Computer simulations

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Proceedings Article | 9 March 2010 Paper

Toward automatic phenotyping of retinal images from genetically determined mono- and dizygotic twins using amplitude modulation-frequency modulation methods

P. Soliz, B Davis, V. Murray, M. Pattichis, S. Barriga, S. Russell

Proceedings Volume 7624, 76243F (2010) https://doi.org/10.1117/12.844199

KEYWORDS: Image processing, Visualization, Genetics, Eye, Retina, Calibration, Modulation, Principal component analysis, Feature extraction, Image quality

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Proceedings Article | 9 March 2010 Paper

Effects of image compression and degradation on an automatic diabetic retinopathy screening algorithm

C. Agurto, S. Barriga, V. Murray, M. Pattichis, P. Soliz

Proceedings Volume 7624, 76240H (2010) https://doi.org/10.1117/12.844431

KEYWORDS: Image compression, Image quality, Databases, Image filtering, Image classification, Modulation, Gaussian filters, Image analysis, Image segmentation, Image transmission

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Proceedings Article | 3 March 2010 Paper

Low-cost, high-resolution scanning laser ophthalmoscope for the clinical environment

P. Soliz, A. Larichev, G. Zamora, S. Murillo, E. Barriga

Proceedings Volume 7550, 75501G (2010) https://doi.org/10.1117/12.846365

KEYWORDS: Image quality, Scanning laser ophthalmoscopy, Monochromatic aberrations, Adaptive optics, Cameras, Super resolution, Image resolution, Imaging systems, Eye, Visualization

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Proceedings Article | 5 March 2007 Paper

Independent component analysis for the detection of in vivo intrinsic signals from an optical imager of retinal function

Eduardo Barriga, Marios Pattichis, Michael Abramoff, Dan T'so, Young Kwon, Randy Kardon, Peter Soliz

Proceedings Volume 6426, 64261K (2007) https://doi.org/10.1117/12.701360

KEYWORDS: Independent component analysis, Retina, Signal detection, Video, Visualization, Reflectivity, Computer simulations, Detection and tracking algorithms, Functional magnetic resonance imaging, Signal to noise ratio

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Proceedings Article | 5 March 2007 Paper

Identification of spectral phenotypes in age-related macular degeneration patients

Bert Davis, Steven Russell, Michael Abramoff, Sheila Nemeth, E. Simon Barriga, Peter Soliz

Proceedings Volume 6426, 64261I (2007) https://doi.org/10.1117/12.701391

KEYWORDS: Tissues, Hyperspectral imaging, Retina, Macula, Cameras, Statistical analysis, Imaging systems, Tissue optics, Visualization, Eye

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Proceedings Article | 5 March 2007 Paper

A device for training and computer-assisted application of panretinal photocoagulation

Eduardo Barriga, Stephen Russell, Michael Abramoff, Robert Brittain, Phong Nguyen, Peter Soliz

Proceedings Volume 6426, 64261A (2007) https://doi.org/10.1117/12.701330

KEYWORDS: Computer simulations, Computing systems, Retina, Eye, Laser therapeutics, Image registration, Laser coagulation, Optical simulations, Video, Surgery

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Proceedings Article | 7 March 2006 Paper

SuperRez-II adaptive multispectral fundus imager

A. Larichev, J. Otten, N. Irochnikov, P. Soliz, G. R. G. Erry, V. Panchenko

Proceedings Volume 6138, 613812 (2006) https://doi.org/10.1117/12.658539

KEYWORDS: Eye, Retina, Imaging systems, Mirrors, Cameras, Adaptive optics, Wavefront sensors, Eye models, Beam splitters, Multispectral imaging

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Proceedings Article | 7 March 2006 Paper

Detection of low-amplitude in vivo intrinsic signals from an optical imager of retinal function

Eduardo Barriga, Dan T'so, Marios Pattichis, Young Kwon, Randy Kardon, Michael Abramoff, Peter Soliz

Proceedings Volume 6138, 61380F (2006) https://doi.org/10.1117/12.652263

KEYWORDS: Independent component analysis, Signal detection, Retina, Video, Reflectivity, Visualization, Imaging systems, Statistical analysis, Imaging devices, Interference (communication)

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Proceedings Article | 29 April 2005 Paper

High resolution retinal image restoration with wavefront sensing and self-extracted filtering

Shuyu Yang, Gavin Erry, Sheila Nemeth, Sunanda Mitra, Peter Soliz

Proceedings Volume 5747, (2005) https://doi.org/10.1117/12.594432

KEYWORDS: Image quality, Image restoration, Image filtering, Imaging systems, Deconvolution, Image processing, Image resolution, Eye, Adaptive optics, Wavefronts

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Proceedings Article | 18 April 2005 Paper

Application of adaptive optics in retinal imaging: a quantitative and clinical comparison with standard cameras

Eduardo Barriga, Gavin Erry, Shuyu Yang, Stephen Russell, Peter Soliz

Proceedings Volume 5688, (2005) https://doi.org/10.1117/12.591597

KEYWORDS: Adaptive optics, Deconvolution, Image processing, Image quality, Image quality standards, Imaging systems, Point spread functions, Cameras, Spatial frequencies, Wavefront sensors

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Proceedings Article | 13 July 2004 Paper

Hyperspectral imaging analysis for ophthalmic applications

Gilberto Zamora, Paul Truitt, Sheila Nemeth, Balaji Raman, Peter Soliz

Proceedings Volume 5314, (2004) https://doi.org/10.1117/12.530796

KEYWORDS: Tissues, Reflectivity, Principal component analysis, Macula, Hyperspectral imaging, Retina, Imaging systems, Eye, Natural surfaces, Cameras

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Proceedings Article | 15 May 2003 Paper

Full automation of morphological segmentation of retinal images: a comparison with human-based analysis

Mark Wilson, Shuyu Yang, Sunanda Mitra, Balaji Raman, Sheila Nemeth, Peter Soliz

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.481388

KEYWORDS: Image segmentation, Image processing algorithms and systems, Computing systems, Information technology, Light sources and illumination, Retina, Image processing, Visualization, Mathematical morphology, Image classification

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Proceedings Article | 15 May 2003 Paper

Clinical and quantitative assessment of multimodal retinal image fusion

Balaji Raman, Mark Wilson, Sheila Nemeth, Peter Soliz, Enrique Corona

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.481384

KEYWORDS: Image fusion, Image registration, Image enhancement, Image restoration, Visualization, Wavelets, Angiography, Photography, Video, Data fusion

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Proceedings Article | 15 May 2003 Paper

Blind source separation in retinal videos

Eduardo Barriga, Paul Truitt, Marios Pattichis, Dan T'so, Young Kwon, Randy Kardon, Peter Soliz

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.481361

KEYWORDS: Principal component analysis, Retina, Reflectivity, Video, Independent component analysis, Signal detection, Signal processing, Visualization, Optical imaging, Algorithm development

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Proceedings Article | 15 May 2003 Paper

Feature extraction and segmentation in medical images by statistical optimization and point operation approaches

Shuyu Yang, Philip King, Enrique Corona, Mark Wilson, Kaan Aydin, Sunanda Mitra, Peter Soliz, Brian Nutter, Young Kwon

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.481154

KEYWORDS: Image segmentation, Blood vessels, Feature extraction, Medical imaging, Image processing, Edge detection, Surgery, Image processing algorithms and systems, Optimization (mathematics), Computer programming

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Proceedings Article | 13 June 2002 Paper

Optical imaging device of retinal function

Randy Kardon, Young Kwon, Paul Truitt, Sheila Nemeth, Dan T'so, Peter Soliz

Proceedings Volume 4611, (2002) https://doi.org/10.1117/12.470600

KEYWORDS: Retina, Visualization, Reflectivity, Eye, Optical imaging, Brain, Cameras, Imaging devices, Optical recording, Optic nerve

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Proceedings Article | 17 May 2002 Paper

Computer-aided methods for quantitative assessment of longitudinal changes in retinal images presenting with maculopathy

Peter Soliz, Mark Wilson, Sheila Nemeth, Phong Nguyen

Proceedings Volume 4681, (2002) https://doi.org/10.1117/12.466917

KEYWORDS: Image segmentation, Image processing algorithms and systems, Image filtering, Photography, Detection and tracking algorithms, Eye, Image processing, Statistical analysis, Retina, Visualization

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Proceedings Article | 9 May 2002 Paper

Digital stereo-optic disc image analyzer for monitoring progression of glaucoma

Enrique Corona, Sunanda Mitra, Mark Wilson, Peter Soliz

Proceedings Volume 4684, (2002) https://doi.org/10.1117/12.467043

KEYWORDS: Stereolithography, Image analysis, Digital imaging, Medical imaging, Image processing, Lithium, Digital Light Processing, Optic nerve, Head, Visualization

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Proceedings Article | 3 July 2001 Paper

Computer-assisted diagnosis of chest radiographs for pneumoconioses

Peter Soliz, Marios Pattichis, Janakiramanan Ramachandran, David James

Proceedings Volume 4322, (2001) https://doi.org/10.1117/12.431143

KEYWORDS: Chest imaging, Neural networks, Lung, Radiography, Computing systems, Opacity, Tissues, Image processing, Image segmentation, Statistical analysis

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Proceedings Article | 15 November 2000 Paper

Hyperspectral fundus imager

Paul Truitt, Peter Soliz, Andrew Meigs, Leonard John Otten

Proceedings Volume 4132, (2000) https://doi.org/10.1117/12.406605

KEYWORDS: Cameras, Imaging systems, Calibration, Hyperspectral imaging, Reflectivity, Spectroscopy, Computing systems, Fourier transforms, Retina, Eye

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Proceedings Article | 14 April 2000 Paper

Improving the visualization of drusen in age-related macular degeneration through maximum entropy digitization and stereo viewing

Peter Soliz, Sheila Nemeth, Maria Swift, Ana Edwards, Stacy Meuer, Jeffrey Berger

Proceedings Volume 3981, (2000) https://doi.org/10.1117/12.383119

KEYWORDS: Computing systems, Image quality, Spatial resolution, Image resolution, Eye, Photography, Visualization, Image processing, Image analysis, Crystals

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Proceedings Article | 24 June 1998 Paper

Utility of color information for segmentation of digital retinal images: neural-network-based approach

Paul Truitt, Peter Soliz, Denise Farnath, Sheila Nemeth

Proceedings Volume 3338, (1998) https://doi.org/10.1117/12.310879

KEYWORDS: RGB color model, Image segmentation, Pathology, Retina, Arteries, Veins, Neural networks, Feature extraction, Tissues, Eye

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Proceedings Article | 24 June 1998 Paper

Computer-aided image analysis system for background diabetic retinopathy

Gregory Donohoe, Peter Soliz, Sheila Nemeth

Proceedings Volume 3338, (1998) https://doi.org/10.1117/12.310826

KEYWORDS: Image analysis, Computing systems, Photography, Pathology, Diagnostics, Image processing, Image segmentation, Digital image processing, Neural networks, Statistical analysis

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Showing 5 of 44 publications

Conference Committee Involvement (18)

Ophthalmic Technologies XXXI

6 March 2021 | Online Only, California, United States

Ophthalmic Technologies XXX

1 February 2020 | San Francisco, California, United States

Ophthalmic Technologies XXIX

2 February 2019 | San Francisco, California, United States

Ophthalmic Technologies XXVIII

27 January 2018 | San Francisco, California, United States

Ophthalmic Technologies XXVII

28 January 2017 | San Francisco, California, United States

Ophthalmic Technologies XXVI

13 February 2016 | San Francisco, California, United States

Ophthalmic Technologies XXV

7 February 2015 | San Francisco, California, United States

Ophthalmic Technologies XXIV

1 February 2014 | San Francisco, California, United States

Ophthalmic Technologies XXIII

2 February 2013 | San Francisco, California, United States

Ophthalmic Technologies XXII

21 January 2012 | San Francisco, California, United States

Ophthalmic Technologies XXI

22 January 2011 | San Francisco, California, United States

Ophthalmic Technologies XX

23 January 2010 | San Francisco, California, United States

Ophthalmic Technologies XIX

24 January 2009 | San Jose, California, United States

Ophthalmic Technologies XVIII

19 January 2008 | San Jose, California, United States

Ophthalmic Technologies XVII

20 January 2007 | San Jose, California, United States

Ophthalmic Technologies XVI

21 January 2006 | San Jose, California, United States

Optical Methods in Drug Discovery and Development

23 October 2005 | Boston, MA, United States

Ophthalmic Technologies XV

22 January 2005 | San Jose, CA, United States

Showing 5 of 18 Conference Committees

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