Edward Chaum

Orcid: 0000-0003-3542-8376

According to our database1, Edward Chaum authored at least 24 papers between 2006 and 2021.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2021
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

2016
A Feedback Control Approach to Organic Drug Infusions Using Electrochemical Measurement.
IEEE Trans. Biomed. Eng., 2016

2015
Using clinical data, hypothesis generation tools and PubMed trends to discover the association between diabetic retinopathy and antihypertensive drugs.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning.
Comput. Methods Programs Biomed., 2014

2013
Statistical atlas based exudate segmentation.
Comput. Medical Imaging Graph., 2013

Steerable wavelet transform for atlas based retinal lesion segmentation.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automated detection of microaneurysms using robust blob descriptors.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Exudate segmentation on retinal atlas space.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Retina image analysis and ocular telehealth: The oak ridge national laboratory-hamilton eye institute case study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Exudate-based diabetic macular edema detection in fundus images using publicly available datasets.
Medical Image Anal., 2012

Detecting flash artifacts in fundus imagery.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

ORNL biometric eye model for iris recognition.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011
Textureless Macula Swelling Detection With Multiple Retinal Fundus Images.
IEEE Trans. Biomed. Eng., 2011

Automatic retina exudates segmentation without a manually labelled training set.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Automatic quality enhancement and nerve fibre layer artefacts removal in retina fundus images by off axis imaging.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Statistical characterization and segmentation of drusen in fundus images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Microaneurysm detection with radon transform-based classification on retina images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Microaneurysms detection with the radon cliff operator in retinal fundus images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

2007
Detection of Anatomic Structures in Human Retinal Imagery.
IEEE Trans. Medical Imaging, 2007

2006
Characterization of the optic disc in retinal imagery using a probabilistic approach.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Locating the Optic Nerve in Retinal Images: Comparing Model-Based and Bayesian Decision Methods.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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