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Esra Ataer Cansizoglu
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Publications
- 2016
- [c20]Peng Tian, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Susan Ostmo, Karyn Jonas, R. V. P. Chan, J. Peter Campbell, Michael F. Chiang, Deniz Erdogmus:
Toward a severity index for ROP: An unsupervised approach. EMBC 2016: 1312-1315 - 2015
- [j5]Verónica Bolón-Canedo, Esra Ataer Cansizoglu, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Michael F. Chiang:
Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach. Comput. Methods Programs Biomed. 122(1): 1-15 (2015) - [j4]Esra Ataer Cansizoglu, Murat Akçakaya, Deniz Erdogmus:
Minor Surfaces are Boundaries of Mode-Based Clusters. IEEE Signal Process. Lett. 22(7): 891-895 (2015) - [c17]Verónica Bolón-Canedo, Esra Ataer Cansizoglu, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Michael F. Chiang:
A GMM-based feature extraction technique for the automated diagnosis of Retinopathy of Prematurity. ISBI 2015: 1498-1501 - [c16]Esra Ataer Cansizoglu, Yuichi Taguchi, Jayashree Kalpathy-Cramer, Michael F. Chiang, Deniz Erdogmus:
Analysis of shape assumptions in 3D reconstruction of retina from multiple fundus images. ISBI 2015: 1502-1505 - 2014
- [j3]Bekir Dizdaroglu, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus:
Structure-based level set method for automatic retinal vasculature segmentation. EURASIP J. Image Video Process. 2014: 39 (2014) - [j2]Esra Ataer Cansizoglu, Murat Akçakaya, Umut Orhan, Deniz Erdogmus:
Manifold learning by preserving distance orders. Pattern Recognit. Lett. 38: 120-131 (2014) - 2013
- [j1]Esra Ataer Cansizoglu, Erhan Bas, Jayashree Kalpathy-Cramer, Gregory C. Sharp, Deniz Erdogmus:
Contour-based shape representation using principal curves. Pattern Recognit. 46(4): 1140-1150 (2013) - 2012
- [c13]Jamshid Sourati, Dana H. Brooks, Jennifer G. Dy, Esra Ataer Cansizoglu, Deniz Erdogmus, Milind Rajadhyaksha:
Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin. ICASSP 2012: 705-708 - [c12]Esra Ataer Cansizoglu, Deniz Erdogmus:
A mode-based clustering algorithm without mode seeking. ICASSP 2012: 1925-1928 - [c11]Erhan Bas, Esra Ataer Cansizoglu, Deniz Erdogmus, Jayashree Kalpathy-Cramer:
Retinal vasculature segmentation using principal spanning forests. ISBI 2012: 1792-1795 - [c10]Esra Ataer Cansizoglu, Sheng You, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus:
Observer and feature analysis on diagnosis of retinopathy of prematurity. MLSP 2012: 1-6 - [c9]Bekir Dizdaroglu, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus:
Level sets for retinal vasculature segmentation using seeds from ridges and edges from phase maps. MLSP 2012: 1-6 - [c8]Nastaran Ghadarghadar, Esra Ataer Cansizoglu, Peng Zhang, Deniz Erdogmus:
A SIFT-point distribution-based method for head pose estimation. MLSP 2012: 1-4 - [c7]Sheng You, Esra Ataer Cansizoglu, Deniz Erdogmus, Michael Massey, Nathan Shapiro:
Microvascular blood flow estimation in sublingual microcirculation videos based on a principal curve tracing algorithm. MLSP 2012: 1-6 - [c6]Peng Zhang, Esra Ataer Cansizoglu, Deniz Erdogmus:
Local linear approximation of principal curve projections. MLSP 2012: 1-6 - 2011
- [c5]Sheng You, Erhan Bas, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Deniz Erdogmus:
Principal curve based semi-automatic segmentation of organs in 3D-CT. EMBC 2011: 6220-6223 - [c4]Esra Ataer Cansizoglu, Nastaran Ghadarghadar, Ramin Zareian, Erhan Bas, Jeffrey W. Ruberti, Deniz Erdogmus:
Motion flow analysis in cell videos using a multi-level clustering method. EMBC 2011: 7767-7770 - 2010
- [c3]Sheng You, Esra Ataer Cansizoglu, Deniz Erdogmus, James Tanyi, Jayashree Kalpathy-Cramer:
A Novel Application of Principal Surfaces to Segmentation in 4D-CT for Radiation Treatment Planning. ICMLA 2010: 758-763
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