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Edward Chaum

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2020 – today

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2022
[i1]
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  - journals/corr/abs-2209-13420
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Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi:
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. CoRR abs/2209.13420 (2022)
2021
[c18]
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  - conf/miccai/MadadiSSCY21
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Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, Siamak Yousefi:
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification. OMIA@MICCAI 2021: 168-178

2010 – 2019

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2016
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  - journals/tbe/MyersLKLC16
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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): 506-511 (2016)
2015
[c17]
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  - conf/bigdataconf/SenterSPC15
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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: 2578-2582
2014
[j5]
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  - journals/cmpb/AdalSACKM14
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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): 1-10 (2014)
2013
[j4]
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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): 358-368 (2013)
[c16]
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  - conf/cbms/GiancardoKTMC13
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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: 125-130
[c15]
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  - conf/embc/KarnowskiGLTC13
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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: 7140-7143
[c14]
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Sharib Ali, Kedir M. Adal, Desire Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau:
Exudate segmentation on retinal atlas space. ISPA 2013: 700-704
[c13]
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Kedir M. Adal, Sharib Ali, Désiré Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau:
Automated detection of microaneurysms using robust blob descriptors. Computer-Aided Diagnosis 2013: 86700N
[c12]
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  - conf/miip/AliASCKM13
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Sharib Ali, Kedir M. Adal, Désiré Sidibé, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Steerable wavelet transform for atlas based retinal lesion segmentation. Image Processing 2013: 86693D
2012
[j3]
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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): 216-226 (2012)
[c11]
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  - conf/btas/Santos-VillalobosBKBC12
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Hector J. Santos-Villalobos, Del R. Barstow, Mahmut Karakaya, Chris Boehnen, Edward Chaum:
ORNL biometric eye model for iris recognition. BTAS 2012: 176-182
[c10]
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  - conf/embc/PaquitKALTC12
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Vincent C. Paquit, Thomas P. Karnowski, Deniz Aykac, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
Detecting flash artifacts in fundus imagery. EMBC 2012: 1442-1445
2011
[j2]
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  - journals/tbe/GiancardoMKTGFRC11
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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): 795-799 (2011)
[c9]
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  - conf/embc/DevisettiKGLC11
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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: 3958-3961
[c8]
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Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
Microaneurysm detection with radon transform-based classification on retina images. EMBC 2011: 5939-5942
[c7]
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  - conf/embc/KarnowskiAGLNTC11
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Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Yaqin Li, T. Nichols, Kenneth W. Tobin, Edward Chaum:
Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure. EMBC 2011: 5959-5964
[c6]
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  - conf/embc/Santos-Villalobos11
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Hector J. Santos-Villalobos, Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Yaqin Li, T. Nichols, Kenneth W. Tobin, Edward Chaum:
Statistical characterization and segmentation of drusen in fundus images. EMBC 2011: 6236-6241
[c5]
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  - conf/icip/GiancardoMKLTC11
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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: 49-52
[c4]
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  - conf/isbi/GiancardoMKLTC11
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Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
Automatic retina exudates segmentation without a manually labelled training set. ISBI 2011: 1396-1400
2010
[c3]
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  - conf/miip/GiancardoMKTLC10
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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. Image Processing 2010: 76230U

2000 – 2009

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2007
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  - journals/tmi/TobinCGK07
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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): 1729-1739 (2007)
2006
[c2]
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  - conf/embc/KarnowskiGTC06
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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: 4436-4439
[c1]
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  - conf/miip/TobinCGKS06
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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. Image Processing 2006: 61443F

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