Peter Soliz

According to our database1, Peter Soliz authored at least 76 papers between 1998 and 2024.

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Bibliography

2024
Computer-Based Diagnosis of Early Signs of Diabetic Peripheral Neuropathy in Thermal Videos of the Plantar Foot.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2024

2022
Functional Thermal Video Imaging of the Plantar Foot for Identifying Biomarkers of Diabetic Peripheral Neuropathy.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2020
Automated Detection of Malarial Retinopathy Using Transfer Learning.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020

Diabetic Peripheral Neuropathy Risk Assessment using Digital Fundus Photographs and Machine Learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Computer-based detection of age-related macular degeneration and glaucoma using retinal images and clinical data.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018
Transfer learning for diabetic retinopathy.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Automated Detection of Malarial Retinopathy in Retinal Fundus Images obtained in Clinical Settings.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A Physiological Thermal Regulation Model with Application to the Diagnosis of Diabetic Peripheral Neuropathy.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
Clinical utilization of automated image analysis software for improving retinal reader's performance.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

A thermoregulation model to detect diabetic peripheral neuropathy.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

Automated detection of retinal whitening in malarial retinopathy.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Comprehensive eye evaluation algorithm.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Vessel discoloration detection in malarial retinopathy.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Detection of diabetic peripheral neuropathy using spatial-temporal analysis in infrared videos.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
A multiscale decomposition approach to detect abnormal vasculature in the optic disc.
Comput. Medical Imaging Graph., 2015

Characterization of diabetic peripheral neuropathy in infrared video sequences using independent component analysis.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

2014
A Multiscale Optimization Approach to Detect Exudates in the Macula.
IEEE J. Biomed. Health Informatics, 2014

Computer aided diagnosis of diabetic peripheral neuropathy.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Comprehensive automatic assessment of retinal vascular abnormalities for computer-assisted retinopathy grading.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Detection of hypertensive retinopathy using vessel measurements and textural features.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Non-contact Sensation Screening of Diabetic Foot Using Low Cost Infrared Sensors.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013
Automated retinal vessel type classification in color fundus images.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Training set optimization and classifier performance in a top-down diabetic retinopathy screening system.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Quantitative Early Detection of Diabetic Foot.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Fast Localization and Segmentation of Optic Disk in Retinal Images Using Directional Matched Filtering and Level Sets.
IEEE Trans. Inf. Technol. Biomed., 2012

Recent multiscale AM-FM methods in emerging applications in medical imaging.
EURASIP J. Adv. Signal Process., 2012

Automated image quality evaluation of retinal fundus photographs in diabetic retinopathy screening.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

Detection of hard exudates and red lesions in the macula using a multiscale approach.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

Fast vessel segmentation in retinal images using multi-scale enhancement and second-order local entropy.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Real-time diabetic retinopathy patient screening using multiscale AM-FM methods.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Computational basis for risk stratification of peripheral neuropathy from thermal imaging.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Detection of neovascularization in the optic disc using an AM-FM representation, granulometry, and vessel segmentation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Independent component analysis using prior information for signal detection in a functional imaging system of the retina.
Medical Image Anal., 2011

Quantitative and qualitative image quality analysis of super resolution images from a low cost scanning laser ophthalmoscope.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Fast localization of optic disc and fovea in retinal images for eye disease screening.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Toward comprehensive detection of sight threatening retinal disease using a multiscale AM-FM methodology.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Multiscale directional AM-FM demodulation of images using a 2D optimized method.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Multiscale AM-FM Methods for Diabetic Retinopathy Lesion Detection.
IEEE Trans. Medical Imaging, 2010

Toward automatic phenotyping of retinal images from genetically determined mono- and dizygotic twins using amplitude modulation-frequency modulation methods.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Effects of image compression and degradation on an automatic diabetic retinopathy screening algorithm.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Automatic system for diabetic retinopathy screening based on AM-FM, partial least squares, and support vector machines.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
New models for region of interest reader classification analysis in chest radiographs.
Pattern Recognit., 2009

Multiscale AM-FM analysis of pneumoconiosis x-ray images.
Proceedings of the International Conference on Image Processing, 2009

Intrinsic signal detection of an evoked response with a low-cost scanning laser ophthalmoscope.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Automatic initialization of level set segmentation for application to optic disc margin identification.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Vision-based, real-time retinal image quality assessment.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Multi-scale AM-FM for lesion phenotyping on age-related macular degeneration.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008
Content based image retrieval: The foundation for future case-based and evidence-based ophthalmology.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Session MP2: Retinal image analysis.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

New AM-FM analysis methods for retinal image characterization.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Detection and phenotyping of retinal disease using AM-FM processing for feature extraction.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Spatiotemporal Independent Component Analysis for the Detection of Functional Responses in Cat Retinal Images.
IEEE Trans. Medical Imaging, 2007

2006
Umbra, an Object-Oriented Simulation and Integration Framework.
Proceedings of the 2006 International Conference on Modeling, 2006

A Training System for Photodynamic Therapy using Modeling and Simulation.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
High resolution retinal image restoration with wavefront sensing and self-extracted filtering.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

2004
A Spatial Truncation Approach to the Analysis of Optical Imaging of the Retina in Humans and Cats.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Image Restoration with High Resolution Adaptive Optical Imaging System.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

The Effects of Spatial Resolution on an Automated Diabetic Retinopathy Screening System's Performance in Detecting Microaneurysms for Diabetic Retinopathy.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

2003
Feature extraction and segmentation in medical images by statistical optimization and point operation approaches.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Full automation of morphological segmentation of retinal images: a comparison with human-based analysis.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Clinical and quantitative assessment of multimodal retinal image fusion.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Blind source separation in retinal videos.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

A Java-Based System for Segmentation and Analysis of Retinal Images.
Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

2002
Digital Stereo Image Analyzer for Generating Automated 3-D Measures of Optic Disc Deformation in Glaucoma.
IEEE Trans. Medical Imaging, 2002

Pre-Classification of Chest Radiographs for Improved Active Shape Model Segmentation of Ribs.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

A Screening System for the Assessment of Opacity Profusion in Chest Radiographs of Miners with Pneumoconiosis.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

New Image Processing Models for Opacity Image Analysis in Chest Radiographs.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

Digital stereo-optic disc image analyzer for monitoring progression of glaucoma.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Computer-aided methods for quantitative assessment of longitudinal changes in retinal images presenting with maculopathy.
Proceedings of the Medical Imaging 2002: Visualization, 2002

2001
Computer-assisted diagnosis of chest radiographs for pneumoconioses.
Proceedings of the Medical Imaging 2001: Image Processing, 2001

Optimizing Retinal Image Digitization for Improved Digital Processing and Visualization.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

Optimal Scanning, Display and Segmentation of the International Labor Organization (ILO) X-Ray Images Set for Pneumoconiosis.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

1999
An Interactive System for Computer-aided Retinal Image Analysis.
Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, 1999

1998
Utility of color information for segmentation of digital retinal images: neural-network-based approach.
Proceedings of the Medical Imaging 1998: Image Processing, 1998

Computer-aided image analysis system for background diabetic retinopathy.
Proceedings of the Medical Imaging 1998: Image Processing, 1998

ART-Based Image Analysis for Pigmented Lesions of the Skin.
Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 1998


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