David Beymer
Orcid: 0000-0002-9491-4967Affiliations:
- IBM Almaden Research Center, San Jose, CA, USA
According to our database1,
David Beymer
authored at least 61 papers
between 1991 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on orcid.org
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on ai.sri.com
On csauthors.net:
Bibliography
2024
Agent Simulation Using Path Telemetry for Modeling COVID-19 Workplace Hazard and Risk.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2022
Proceedings of the Federated Learning, 2022
2021
Patterns, 2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Lessons Learned from the Development and Application of Medical Imaging-Based AI Technologies for Combating COVID-19: Why Discuss, What Next.
Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021
2020
Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development.
CoRR, 2020
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020
2019
Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG.
CoRR, 2019
Pi-PE: A Pipeline for Pulmonary Embolism Detection using Sparsely Annotated 3D CT Images.
Proceedings of the Machine Learning for Health Workshop, 2019
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019
Lung tissue characterization for emphysema differential diagnosis using deep convolutional neural networks.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
An End-to-End Deep Learning Pipeline for Emphysema Quantification Using Multi-label Learning.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network.
CoRR, 2018
Automated volumetric lung segmentation of thoracic CT images using fully convolutional neural network.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Universal multi-modal deep network for classification and segmentation of medical images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Improving Generalization of Deep Models for Cardiac Disease Detection Using Limited Channel ECG.
Proceedings of the Computing in Cardiology, 2018
Improving the Path from Diagnoses to Documentation: A Cognitive Review Tool for Clinical Notes and Administrative Records.
Proceedings of the AMIA 2018, 2018
2016
Identifying Patients at Risk for Aortic Stenosis Through Learning from Multimodal Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
2014
Discriminating normal and abnormal left ventricular shapes in four-chamber view 2D echocardiography.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Automatic detection of coronary stenosis in X-ray angiography through spatio-temporal tracking.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
PSAR: Predictive space aggregated regression and its application in valvular heart disease classification.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013
Proceedings of the AMIA 2013, 2013
2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
2011
Automatic classification of images of an angiography sequence using modified shape context-based spatial pyramid kernels.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Pyramid Histograms of Motion Context with Application to Angiogram Video Classification.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010
AALIM: A Cardiac Clinical Decision Support System Powered By Advanced Multi-modal Analytics.
Proceedings of the MEDINFO 2010, 2010
Proceedings of the ACM International Health Informatics Symposium, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Cardiac disease detection from echocardiogram using edge filtered scale-invariant motion features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Echocardiogram view classification using edge filtered scale-invariant motion features.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Proceedings of the 22nd British HCI Group Annual Conference on HCI 2008: People and Computers XXII: Culture, Creativity, Interaction, 2008
2007
Characterizing Spatio-temporal Patterns for Disease Discrimination in Cardiac Echo Videos.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Human-Computer Interaction, 2007
2005
RealTourist - A Study of Augmenting Human-Human and Human-Computer Dialogue with Eye-Gaze Overlay.
Proceedings of the Human-Computer Interaction, 2005
Proceedings of the Human-Computer Interaction, 2005
WebGazeAnalyzer: a system for capturing and analyzing web reading behavior using eye gaze.
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005
2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
2002
Proceedings of the Experimental Robotics VIII [ISER 2002, 2002
2000
1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996
1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1991
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991