Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach
Bolón-Canedo, V, Ataer-Cansizoglu, E, Erdogmus, D, Kalpathy-Cramer, J, Fontenla-Romero, O, Alonso-Betanzos, A, Chiang, M.F
Published in Computer methods and programs in biomedicine (01.10.2015)
Published in Computer methods and programs in biomedicine (01.10.2015)
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Journal Article
Analysis of underlying causes of inter-expert disagreement in retinopathy of prematurity diagnosis. Application of machine learning principles
Ataer-Cansizoglu, E, Kalpathy-Cramer, J, You, S, Keck, K, Erdogmus, D, Chiang, M F
Published in Methods of information in medicine (2015)
Published in Methods of information in medicine (2015)
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Journal Article
A GMM-based feature extraction technique for the automated diagnosis of Retinopathy of Prematurity
Bolon-Canedo, V., Ataer-Cansizoglu, E., Erdogmus, D., Kalpathy-Cramer, J., Chiang, M. F.
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Analysis of shape assumptions in 3D reconstruction of retina from multiple fundus images
Ataer-Cansizoglu, E., Taguchi, Y., Kalpathy-Cramer, J., Chiang, M. F., Erdogmus, D.
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Observer and feature analysis on diagnosis of retinopathy of prematurity
Ataer-Cansizoglu, E., You, S., Kalpathy-Cramer, J., Keck, K., Chiang, M. F., Erdogmus, D.
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.01.2012)
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.01.2012)
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Conference Proceeding
Journal Article
Principal curve based semi-automatic segmentation of organs in 3D-CT
You, S., Bas, E., Ataer-Cansizoglu, E., Kalpathy-Cramer, J., Erdogmus, D.
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
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Conference Proceeding
Journal Article
Level sets for retinal vasculature segmentation using seeds from ridges and edges from phase maps
Dizdaro, B., Ataer-Cansizoglu, E., Kalpathy-Cramer, J., Keck, K., Chiang, M. F., Erdogmus, D.
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.01.2012)
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.01.2012)
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Conference Proceeding
Journal Article
A mode-based clustering algorithm without mode seeking
Ataer-Cansizoglu, E., Erdogmus, D.
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
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Conference Proceeding
Microvascular blood flow estimation in sublingual microcirculation videos based on a principal curve tracing algorithm
You, S., Ataer-Cansizoglu, E., Erdogmus, D., Massey, M., Shapiro, N.
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.09.2012)
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.09.2012)
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Conference Proceeding
Local linear approximation of principal curve projections
Peng Zhang, Ataer-Cansizoglu, E., Erdogmus, D.
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.09.2012)
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.09.2012)
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Conference Proceeding
Retinal vasculature segmentation using principal spanning forests
Bas, E., Ataer-Cansizoglu, E., Erdogmus, D., Kalpathy-Cramer, J.
Published in 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) (01.05.2012)
Published in 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) (01.05.2012)
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Conference Proceeding
Unsupervised wrinkle detection in reflectance confocal microscopy images of the human skin
Sourati, J., Brooks, D. H., Dy, J. G., Ataer-Cansizoglu, E., Erdogmus, D., Rajadhyaksha, M.
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
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Conference Proceeding
A SIFT-point distribution-based method for head pose estimation
Ghadarghadar, N., Ataer-Cansizoglu, E., Peng Zhang, Erdogmus, D.
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.09.2012)
Published in 2012 IEEE International Workshop on Machine Learning for Signal Processing (01.09.2012)
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Conference Proceeding
3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances
Abbeloos, Wim, Ataer-Cansizoglu, Esra, Caccamo, Sergio, Taguchi, Yuichi, Domae, Yukiyasu
Published in 2017 International Conference on 3D Vision (3DV) (01.10.2017)
Published in 2017 International Conference on 3D Vision (3DV) (01.10.2017)
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Conference Proceeding
Detecting and Grouping Identical Objects for Region Proposal and Classification
Abbeloos, Wim, Caccamo, Sergio, Ataer-Cansizoglu, Esra, Taguchi, Yuichi, Chen Feng, Teng-Yok Lee
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.07.2017)
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Conference Proceeding
Motion flow analysis in cell videos using a multi-level clustering method
Ataer-Cansizoglu, E., Ghadarghadar, N., Zareian, R., Bas, E., Ruberti, J. W., Erdogmus, D.
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
Published in 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (01.01.2011)
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Conference Proceeding
Journal Article
Towards respiration management in radiation treatment of lung tumors: Transferring regions of interest from planning CT to kilovoltage X-ray images
Ataer-Cansizoglu, E, Bas, E, Yousuf, M A, Sheng You, D'Souza, W D, Erdogmus, D
Published in 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology (01.01.2010)
Published in 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology (01.01.2010)
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Conference Proceeding
Journal Article
A Novel Application of Principal Surfaces to Segmentation in 4D-CT for Radiation Treatment Planning
Sheng You, Ataer-Cansizoglu, E, Erdogmus, D, Tanyi, J, Kalpathy-Cramer, J
Published in 2010 Ninth International Conference on Machine Learning and Applications (01.12.2010)
Published in 2010 Ninth International Conference on Machine Learning and Applications (01.12.2010)
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Conference Proceeding