David R. Holmes

Affiliations:
  • Mayo Clinic, Rochester, MN, USA


According to our database1, David R. Holmes authored at least 79 papers between 1997 and 2023.

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Bibliography

2023
A training program to reduce reader search errors for liver metastasis detection in CT.
Proceedings of the Medical Imaging 2023: Image Perception, 2023

Development of a biomechanical monitoring system for flexible ureteroscopy.
Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

Towards a Lightweight Classifier to Detect Hypovolemic Shock.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Identification of Sleep Patterns via Clustering of Hypnodensities.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
AI-Enabled Advanced Development for Assessing Low Circulating Blood Volume for Emergency Medical Care: Comparison of Compensatory Reserve Machine-Learning Algorithms.
Sensors, 2022

Individualized and generalized learner models for predicting missed hepatic metastases.
Proceedings of the Medical Imaging 2022: Image Perception, 2022

2021
Generic User-guided Interaction Paradigm for Precise Post-slice-wise Processing of Tomographic Deep Learning Segmentations Utilizing Graph Cut and Graph Segmentation.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Optimizing Web-Based Viewer of 4D CT Scans for Clinical Assessment of Injured Wrists <sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Real-Time Quality Assessment of Long-Term ECG Signals Recorded by Wearables in Free-Living Conditions.
IEEE Trans. Biomed. Eng., 2020

Strategies for Training Deep Learning Models in Medical Domains with Small Reference Datasets.
J. WSCG, 2020

Pre- and Post-processing Strategies for Generic Slice-wise Segmentation of Tomographic 3D Datasets Utilizing U-Net Deep Learning Models Trained for Specific Diagnostic Domains.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

2019
1D Convolutional Neural Networks for Estimation of Compensatory Reserve from Blood Pressure Waveforms.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Towards Estimation of Three-Dimensional Knee Rotations.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Technical note: on cardiac ablation lesion visualization for image-guided therapy monitoring.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Stockwell Transform Detector For Photoplethysmography Signal Segmentation.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

On the Design of a Physiological Signal Feature Extraction and Segmentation Digital Subsystem.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Clinical accuracy QRS detector with automatic parameter adjustment in an autonomous, real-time physiologic monitor.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Efficient implementation of Stockwell Transform for real-time embedded processing of physiologic signals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Relative accuracy of spin-image-based registration of partial capitate bones in 4DCT of the wrist.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016

Feasibility of tracked electrodes for use in epilepsy surgery.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Quantitative characterization of brain β-amyloid in 718 normal subjects using a joint PiB/FDG PET image histogram.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Towards real-time QRS feature extraction for wearable monitors.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Measurements of the left atrium and pulmonary veins for analysis of reverse structural remodeling following cardiac ablation therapy.
Comput. Methods Programs Biomed., 2015

Estimating pedicle screw fastening strength via a virtual templating platform for spine surgery planning: a retrospective preliminary clinical demonstration.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015

Simulated evaluation of an intraoperative surface modeling method for catheter ablation by a real phantom simulation experiment.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Analysis of left atrial respiratory and cardiac motion for cardiac ablation therapy.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

The effect of elastic modulus on ablation catheter contact area.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Simulated imaging of atherosclerotic & radiofrequency ablation lesions using phase subtraction.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Development of a Semi-synthetic Dataset as a Testbed for Big-Data Semantic Analytics.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 2014

Anatomic Surface Reconstruction from Sampled Point Cloud Data and Prior Models.
Proceedings of the Medicine Meets Virtual Reality 21 - NextMed, 2014

Updating a preoperative surface model with information from real-time tracked 2D ultrasound using a Poisson surface reconstruction algorithm.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Toward standardized mapping for left atrial analysis and cardiac ablation guidance.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Virtual estimates of fastening strength for pedicle screw implantation procedures.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Quantitative characterization of brain β-amyloid using a joint PiB/FDG PET image histogram.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Characterization of semi-synthetic dataset for big-data semantic analysis.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Lessons learned from the semantic translation of healthcare data.
Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014

2013
On mixed reality environments for minimally invasive therapy guidance: Systems architecture, successes and challenges in their implementation from laboratory to clinic.
Comput. Medical Imaging Graph., 2013

Toward Modeling of Radio-frequency Ablation Lesions for Image-guided Left Atrial Fibrillation Therapy: Model Formulation and Preliminary Evaluation.
Proceedings of the Medicine Meets Virtual Reality 20 - NextMed, 2013

Segmentation of left atrial intracardiac ultrasound images for image guided cardiac ablation therapy.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Image-based modeling and characterization of RF ablation lesions in cardiac arrhythmia therapy.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

3D-3D registration of partial capitate bones using spin-images.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Toward Online Modeling for Lesion Visualization and Monitoring in Cardiac Ablation Therapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Accuracy considerations in image-guided cardiac interventions: experience and lessons learned.
Int. J. Comput. Assist. Radiol. Surg., 2012

Augmented Environments for Minimally Invasive Therapy: Implementation Barriers from Technology to Practice.
Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012

Calibration and evaluation of a magnetically tracked ICE probe for guidance of left atrial ablation therapy.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Modeling of Radiofrequency Ablation Lesions for Image-Guided Arrhythmia Therapy: A Preliminary ex vivo Demonstration.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2012

Quantification of pulmonary vein morphology using centerline tracking.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Keynote address: Clinical Decision Support: The challenge of big data and big computation.
Proceedings of the 2012 IEEE International Symposium on Workload Characterization, 2012

2011
A piecewise patch-to-model matching method for image-guided cardiac catheter ablation.
Comput. Medical Imaging Graph., 2011

Fast Adaptation of Pre-Operative Patient Specific Models to Real-Time Intra-Operative Volumetric Data Streams.
Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 2011

Incorporating a Gaussian model at the catheter tip for improved registration of preoperative surface models.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Expansion and dissemination of a standardized accuracy and precision assessment technique.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Enhanced Planning of Interventions for Spinal Deformity Correction Using Virtual Modeling and Visualization Techniques.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2011

2010
A novel technique for analysis of accuracy of magnetic tracking systems used in image guided surgery.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Plan to procedure: combining 3D templating with rapid prototyping to enhance pedicle screw placement.
Proceedings of the Medical Imaging 2010: Visualization, 2010

2009
Mapping High-Fidelity Volume Rendering for Medical Imaging to CPU, GPU and Many-Core Architectures.
IEEE Trans. Vis. Comput. Graph., 2009

An event-driven distributed processing architecture for image-guided cardiac ablation therapy.
Comput. Methods Programs Biomed., 2009

Real-time video fusion using a distributed architecture in robotic surgery.
Proceedings of the Medical Imaging 2009: Visualization, 2009

Evaluating optimal CNR as a preset criteria for nonlinear moidal blending of dual energy CT data.
Proceedings of the Medical Imaging 2009: Visualization, 2009

A Combined Surface and Volumetric Approach for Registration of Patient Specific Models into Left Atrial Cardiac Ablation Procedures.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Patient Specific Physical Anatomy Models.
Proceedings of the Medicine Meets Virtual Reality 16, 2008

Developing patient-specific anatomic models for validation of cardiac ablation guidance procedures.
Proceedings of the Medical Imaging 2008: Visualization, 2008

Dual energy CT: How to best blend both energies in one fused image?
Proceedings of the Medical Imaging 2008: Visualization, 2008

Optimization of spine surgery planning with 3D image templating tools.
Proceedings of the Medical Imaging 2008: Visualization, 2008

2006
A piecewise function-to-structure registration algorithm for image guided cardiac catheter ablation.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Volumetric CT measurement of the ischial tuberosities for designing analytical models of decubitus ulcers.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Comprehensive, powerful, efficient, intuitive: a new software framework for clinical imaging applications.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Evaluation of global versus piecewise registration using a ground truth canine model.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Design of a Compact System Using a MEMS Accelerometer to Measure Body Posture and Ambulation.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
Parametric modeling for quantitative analysis of pulmonary structure to function relationships.
Proceedings of the Medical Imaging 2005: Visualization, 2005

2004
Improved automated brachytherapy seed localization in trans-urethral ultrasound data.
Proceedings of the Medical Imaging 2004: Visualization, 2004

ITK and ANALYZE: a synergistic integration.
Proceedings of the Medical Imaging 2004: Visualization, 2004

2003
Analysis of elastography methods using mathematical and ex vivo data.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Real-Time Segmentation of Trans-urethral Ultrasound Images for Prostate Brachytherapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

2002
Rapid semi-automated segmentation and analysis of neuronal morphology and function from confocal image data.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Transurethral ultrasound of the prostrate for applications in prostrate brachytherapy: analysis of phantom and in-vivo data.
Proceedings of the Medical Imaging 2001: Visualization, 2001

Trans-urethral Ultrasound: A New Tool for Diagnostic and Therapeutic Imaging in Prostate Cancer.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

2000
Quantitative image analysis of histological sections of coronary arteries.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

1997
Evaluation of search strategies and cost functions in optimizing voxel-based image registration.
Proceedings of the Medical Imaging 1997: Image Display, 1997


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