Edward Chaum

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 4

Top Topics

Ensemble Learning

Automated Detection

Top Venues

Publications

Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. CoRR (2022)
Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. OMIA@MICCAI (2021)
Mark H. Myers, Yaqin Li, Francine Kivlehan, Erno Lindner, Edward Chaum
A Feedback Control Approach to Organic Drug Infusions Using Electrochemical Measurement. IEEE Trans. Biomed. Eng. 63 (3) (2016)
Katherine Senter, Sreenivas R. Sukumar, Robert M. Patton, Edward Chaum
Using clinical data, hypothesis generation tools and PubMed trends to discover the association between diabetic retinopathy and antihypertensive drugs. IEEE BigData (2015)
Kedir M. Adal, Désiré Sidibé, Sharib Ali, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning. Comput. Methods Programs Biomed. 114 (1) (2014)
Luca Giancardo, Thomas P. Karnowski, Kenneth W. Tobin, Fabrice Mériaudeau, Edward Chaum
Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets. CBMS (2013)
Sharib Ali, Kedir M. Adal, Désiré Sidibé, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau
Steerable wavelet transform for atlas based retinal lesion segmentation. Medical Imaging: Image Processing (2013)
Sharib Ali, Desire Sidibé, Kedir M. Adal, Luca Giancardo, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau
Statistical atlas based exudate segmentation. Comput. Medical Imaging Graph. 37 (5-6) (2013)
Kedir M. Adal, Sharib Ali, Désiré Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau
Automated detection of microaneurysms using robust blob descriptors. Medical Imaging: Computer-Aided Diagnosis (2013)
Thomas P. Karnowski, Luca Giancardo, Yaqin Li, Kenneth W. Tobin, Edward Chaum
Retina image analysis and ocular telehealth: The oak ridge national laboratory-hamilton eye institute case study. EMBC (2013)
Sharib Ali, Kedir M. Adal, Desire Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau
Exudate segmentation on retinal atlas space. ISPA (2013)
Vincent C. Paquit, Thomas P. Karnowski, Deniz Aykac, Yaqin Li, Kenneth W. Tobin, Edward Chaum
Detecting flash artifacts in fundus imagery. EMBC (2012)
Hector J. Santos-Villalobos, Del R. Barstow, Mahmut Karakaya, Chris Boehnen, Edward Chaum
ORNL biometric eye model for iris recognition. BTAS (2012)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Seema Garg, Kenneth W. Tobin, Edward Chaum
Exudate-based diabetic macular edema detection in fundus images using publicly available datasets. Medical Image Anal. 16 (1) (2012)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Enrico Grisan, Paolo Favaro, Alfredo Ruggeri, Edward Chaum
Textureless Macula Swelling Detection With Multiple Retinal Fundus Images. IEEE Trans. Biomed. Eng. 58 (3) (2011)
Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Y. Li, T. Nichols, Kenneth W. Tobin, Edward Chaum
Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure. EMBC (2011)
K. Devisetti, Thomas P. Karnowski, Luca Giancardo, Yaqin Li, Edward Chaum
Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning. EMBC (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Y. Li, Kenneth W. Tobin, Edward Chaum
Automatic retina exudates segmentation without a manually labelled training set. ISBI (2011)
Hector J. Santos-Villalobos, Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Y. Li, T. Nichols, Kenneth W. Tobin, Edward Chaum
Statistical characterization and segmentation of drusen in fundus images. EMBC (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Y. Li, Kenneth W. Tobin, Edward Chaum
Microaneurysm detection with radon transform-based classification on retina images. EMBC (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Kamowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum
Automatic quality enhancement and nerve fibre layer artefacts removal in retina fundus images by off axis imaging. ICIP (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Yaqin Li, Edward Chaum
Microaneurysms detection with the radon cliff operator in retinal fundus images. Medical Imaging: Image Processing (2010)
Kenneth W. Tobin, Edward Chaum, V. Priya Govindasamy, Thomas P. Karnowski
Detection of Anatomic Structures in Human Retinal Imagery. IEEE Trans. Medical Imaging 26 (12) (2007)
Kenneth W. Tobin, Edward Chaum, V. Priya Govindasamy, Thomas P. Karnowski, Omer Sezer
Characterization of the optic disc in retinal imagery using a probabilistic approach. Medical Imaging: Image Processing (2006)
Thomas P. Karnowski, V. Priya Govindasamy, Kenneth W. Tobin, Edward Chaum
Locating the Optic Nerve in Retinal Images: Comparing Model-Based and Bayesian Decision Methods. EMBC (2006)