David L. Wilson

Orcid: 0000-0001-9763-1463

According to our database1, David L. Wilson authored at least 103 papers between 1990 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
AI prediction of cardiovascular events using opportunistic epicardial adipose tissue assessments from CT calcium score.
CoRR, 2024

Pericoronary adipose tissue feature analysis in CT calcium score images with comparison to coronary CTA.
CoRR, 2024

2023
Enhancing cardiovascular risk prediction through AI-enabled calcium-omics.
CoRR, 2023

Cardiac CT perfusion imaging of pericoronary adipose tissue (PCAT) highlights potential confounds in coronary CTA.
CoRR, 2023

Non-invasive coronary CT angiography identification of thin-cap fibroatheroma determined by intravascular optical coherence tomography.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

An enriched survival study of epicardial adipose tissues risk on major adverse cardiovascular event in CT calcium score images.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

Analysis of paracardial adipose tissues using deep learning segmentation in CT calcium score images.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

2022
Automated segmentation of microvessels in intravascular OCT images using deep learning.
CoRR, 2022

Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography.
CoRR, 2022

OCTOPUS - optical coherence tomography plaque and stent analysis software.
CoRR, 2022

Automated analysis of fibrous cap in intravascular optical coherence tomography images of coronary arteries.
CoRR, 2022

Automatic microchannel detection using deep learning in intravascular optical coherence tomography images.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

2021
Hemodynamic alternations following stent deployment and post-dilation in a heavily calcified coronary artery: In silico and ex-vivo approaches.
Comput. Biol. Medicine, 2021

Nuclei Detection for 3D Microscopy With a Fully Convolutional Regression Network.
IEEE Access, 2021

Learning With Fewer Images via Image Clustering: Application to Intravascular OCT Image Segmentation.
IEEE Access, 2021

Correction of metallic stent struts and guide wire shadows in intravascular optical coherence tomography images using conditional generative adversarial networks.
Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Early detection of at-risk keratoplasties and prediction of future corneal graft rejection from pre-diagnosis endothelial cell images.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Improved reproducibility of CT calcium score using blind deconvolution.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Automatic Deep Learning Segmentation and Quantification of Epicardial Adipose Tissue in Non-Contrast Cardiac CT scans.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Segmentation of Coronary Calcified Plaque in Intravascular OCT Images Using a Two-Step Deep Learning Approach.
IEEE Access, 2020

Automatic A-line coronary plaque classification using combined deep learning and textural features in intravascular OCT images.
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

Quantitative estimation of flow rate to fill the intravascular volume (FRIV) for CT myocardial perfusion imaging.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Improved accuracy and precision of calcium mass score using deconvolution and partial volume correction.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Deep learning based multi-organ segmentation and metastases segmentation in whole mouse body and the cryo-imaging cancer imaging and therapy analysis platform (CITAP).
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Co-registration of pre- and post-stent intravascular OCT images for validation of finite element model simulation of stent expansion.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

2019
Deep learning segmentation of coronary calcified plaque from intravascular optical coherence tomography (IVOCT) images with application to finite element modeling of stent deployment.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Machine learning for segmenting cells in corneal endothelium images.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Improved reproducibility of calcium mass score using deconvolution and partial volume correction.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018
Cryo-Imaging and Software Platform for Analysis of Molecular MR Imaging of Micrometastases.
Int. J. Biomed. Imaging, 2018

Enhanced coronary calcium visualization and detection from dual energy chest x-rays with sliding organ registration.
Comput. Medical Imaging Graph., 2018

Visualization of coronary artery calcium in dual energy chest radiography using automatic rib suppression.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

SLIC robust (SLICR) processing for fast, robust CT myocardial blood flow quantification.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

A semi-automatic validation tool for whole mouse metastatic tumor molecular imaging using the cryo-imaging cancer imaging and therapy platform (CITP).
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs Using Multi-scale and Conditional Adversarial Network.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography.
AI Mag., 2017

2016
Automatic Stem Cell Detection in Microscopic Whole Mouse Cryo-Imaging.
IEEE Trans. Medical Imaging, 2016

Coronary calcium visualization using dual energy chest radiography with sliding organ registration.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Calibration free beam hardening correction for cardiac CT perfusion imaging.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Classification of calcium in intravascular OCT images for the purpose of intervention planning.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

3D registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Microscopic validation of whole mouse micro-metastatic tumor imaging agents using cryo-imaging and sliding organ image registration.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Effect of beam hardening on transmural myocardial perfusion quantification in myocardial CT imaging.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Comparison of quantitative myocardial perfusion imaging CT to fluorescent microsphere-based flow from high-resolution cryo-images.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Automated Volumetric Intravascular Plaque Classification Using Optical Coherence Tomography (OCT).
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
3-D Stent Detection in Intravascular OCT Using a Bayesian Network and Graph Search.
IEEE Trans. Medical Imaging, 2015

Dynamic myocardial perfusion in a porcine balloon-induced ischemia model using a prototype spectral detector CT.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Low dose dynamic myocardial CT perfusion using advanced iterative reconstruction.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

2014
Lack of dystrophin results in abnormal cerebral diffusion and perfusion in vivo.
NeuroImage, 2014

2013
Automatic stent strut detection in intravascular OCT images using image processing and classification technique.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

SMASH: a tool for articulatory data processing and analysis.
Proceedings of the INTERSPEECH 2013, 2013

2012
Detection and Quantification of Fluorescent Cell Clusters in Cryo-Imaging.
Int. J. Biomed. Imaging, 2012

2011
A Fast Iterated Conditional Modes Algorithm for Water-Fat Decomposition in MRI.
IEEE Trans. Medical Imaging, 2011

Visualization of color anatomy and molecular fluorescence in whole-mouse cryo-imaging.
Comput. Medical Imaging Graph., 2011

Cryo-imaging of 70+GB mice: Image processing/visualization challenges and biotechnology applications.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Multi-Scale Characterization of the PEPCK-Cmus Mouse through 3D Cryo-Imaging.
Int. J. Biomed. Imaging, 2010

2009
MIMI: Multimodality, Multiresource, Information Integration Environment for Biomedical Core Facilities.
J. Digit. Imaging, 2009

Quantitative evaluation of Flat Panel detector scintillator effect on interventional device visualisation in x-ray fluoroscopy.
Int. J. Funct. Informatics Pers. Medicine, 2009

2008
Scatter radiation effect on interventional device visualisation in X-ray fluoroscopy.
Int. J. Funct. Informatics Pers. Medicine, 2008

Statistical modeling and MAP estimation for body fat quantification with MRI ratio imaging.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

2007
Removal of local and biased global maxima in intensity-based registration.
Medical Image Anal., 2007

2006
Method to correct intensity inhomogeneity in MR images for atherosclerosis characterization.
IEEE Trans. Medical Imaging, 2006

Partial Volume Reduction by Interpolation with Reverse Diffusion.
Int. J. Biomed. Imaging, 2006

Optimization of Spiral MRI Using a Perceptual Difference Model.
Int. J. Biomed. Imaging, 2006

Removal of Interpolation Induced Artifacts in Similarity Surfaces.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

A new anisotropic diffusion method, application to partial volume effect reduction.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Thick slice interpolation using reverse anisotropic diffusion to reduce partial volume effect.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Robust GRAPPA reconstruction.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005
Partial volume correction using reverse diffusion.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Registration and Integration for Fluoroscopy Device Enhancement.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
MR coil sensitivity inhomogeneity correction for plaque characterization in carotid arteries.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Image-guided laser thermal ablation therapy: a comparison of modeled tissue damage using interventional MR temperature images with tissue response.
Proceedings of the Medical Imaging 2004: Visualization, 2004

MR Signal Inhomogeneity Correction for Visual And Computerized Atherosclerosis Lesion Assessment.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

MRI-Guided Laser Thermal Ablation: Model and Parameter Estimates Relating MR Thermometry Images to Cell Death.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Radiofrequency Thermal Ablation: 3D MR-histology Correlation for Localization of Cell Death in MR Lesion Images.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Rotational Effect on ROI's for Accurate Lumen Quantification in Bifurcated MR Plaque Volumes.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

2003
Volume Registration Using Needle Paths and Point Landmarks for Evaluation of Interventional MRI Treatments.
IEEE Trans. Medical Imaging, 2003

Slice to Volume Registration and its Potential Application to Interventional MRI Guided Radiofrequency Thermal Ablation of Prostate Cancer.
IEEE Trans. Medical Imaging, 2003

Image Registration for Interventional MRI Guided Procedures: Interpolation Methods, Similarity Measurements, and Applications to the Prostate.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003

Automatic model-based 3D lesion segmentation for evaluation of MR-guided thermal ablation therapy.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

3D parametric model of lesion geometry for evaluation of MR-guided radiofrequency ablation therapy.
Proceedings of the Medical Imaging 2003: Visualization, 2003

Registration algorithms for interventional MRI-guided treatment of the prostate.
Proceedings of the Medical Imaging 2003: Visualization, 2003

Three-dimensional correlation of MR images to muscle tissue response for interventional MRI thermal ablation.
Proceedings of the Medical Imaging 2003: Visualization, 2003

Image Registration and Fusion for Interventional MRI Guided Thermal Ablation of the Prostate Cancer.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Three Dimensional Comparison of Interventional MR Radiofrequency Ablation Images with Tissue Response.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

2002
X-Ray Computed Tomography Methods for In Vivo Evaluation of Local Drug Release Systems.
IEEE Trans. Medical Imaging, 2002

Validation of a human vision model for image quality evaluation of fast interventional magnetic resonance imaging.
J. Electronic Imaging, 2002

Three-dimensional warping registration of the pelvis and prostate.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Volume registration of interventional MRI data using needle paths and point landmarks.
Proceedings of the Medical Imaging 2002: Visualization, 2002

Image quality evaluation of flat panel detector binning in x-ray fluoroscopy.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Comparison of Algorithms for Combining X-ray Angiography Images.
IEEE Trans. Medical Imaging, 2001

Quantitative image quality analysis of a nonlinear spatio-temporal filter.
IEEE Trans. Image Process., 2001

Robust registration method for interventional MRI-guided thermal ablation of prostate cancer.
Proceedings of the Medical Imaging 2001: Visualization, 2001

Three-dimensional correlation of MR images to muscle tissue response for interventional MRI thermal ablation.
Proceedings of the Medical Imaging 2001: Visualization, 2001

2000
Semiautomatic 3D Image Registration as Applied to Interventional MRI Liver Cancer Treatment.
IEEE Trans. Medical Imaging, 2000

Lessons from image perception studies for the design of medical imaging systems.
Proceedings of the Human Vision and Electronic Imaging V, 2000

1999
Perception of Temporally Filtered X-ray Fluoroscopy Images.
IEEE Trans. Medical Imaging, 1999

Modeling and optimization of rotational C-arm stereoscopic X-ray angiography.
IEEE Trans. Medical Imaging, 1999

Optimization of image quality for DSA warping registration.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

1996
Perceived noise versus display noise in temporally filtered image sequences.
J. Electronic Imaging, 1996

1995
X-ray fluoroscopy spatio-temporal filtering with object detection.
IEEE Trans. Medical Imaging, 1995

1994
Rate buffered fractal video.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1990
Linear and morphological digital image enhancement of peripheral angiography images.
Proceedings of the Medical Imaging IV: Image Processing, 1990


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