Ezgi Mercan

According to our database, Ezgi Mercan authored at least 20 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology.

Caner Mercan, Bulut Aygünes, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

IEEE J. Biomed. Health Informatics, 2021

Corrigendum to "Machine learning techniques for mitoses classification" [Comput. Med. Imaging Graphics 87 January (2021) 101832].

Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro

Comput. Medical Imaging Graph., 2021

Machine learning techniques for mitoses classification.

Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro

Comput. Medical Imaging Graph., 2021

2020

Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline.

Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

From patch-level to ROI-level deep feature representations for breast histopathology classification.

Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

2018

Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images.

Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

IEEE Trans. Medical Imaging, 2018

Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks.

Baris Gecer, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

Pattern Recognit., 2018

Characterizing Diagnostic Search Patterns in Digital Breast Pathology: Scanners and Drillers.

Ezgi Mercan, Linda G. Shapiro, Tad T. Brunyé, Donald L. Weaver, Joann G. Elmore

J. Digit. Imaging, 2018

Learning to Segment Breast Biopsy Whole Slide Images.

Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images.

Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Automated Diagnosis of Breast Cancer and Pre-invasive Lesions on Digital Whole Slide Images.

Ezgi Mercan, Sachin Mehta, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro

Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Efficient and Accurate Mitosis Detection - A Lightweight RCNN Approach.

Yuguang Li, Ezgi Mercan, Stevan Knezevich, Joann G. Elmore, Linda G. Shapiro

Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

2017

Accuracy is in the eyes of the pathologist: The visual interpretive process and diagnostic accuracy with digital whole slide images.

Tad T. Brunyé, Ezgi Mercan, Donald L. Weaver, Joann G. Elmore

J. Biomed. Informatics, 2017

2016

Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation.

Tad T. Brunyé, Marianna D. Eddy, Ezgi Mercan, Kimberly H. Allison, Donald L. Weaver, Joann G. Elmore

BMC Medical Informatics Decis. Mak., 2016

Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study.

Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore

J. Digit. Imaging, 2016

Multi-instance multi-label learning for whole slide breast histopathology.

Caner Mercan, Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

2015

Craniofacial Image Analysis.

Ezgi Mercan, Indriyati Atmosukarto, Jia Wu, Shu Liang, Linda G. Shapiro

Proceedings of the Health Monitoring and Personalized Feedback using Multimedia Data, 2015

2014

Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images.

Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

A new tool for quantifying and characterizing asymmetry in bilaterally paired structures.

S. M. Rolfe, Esra D. Camci, Ezgi Mercan, Linda G. Shapiro, Timothy C. Cox

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

The use of pseudo-landmarks for craniofacial analysis: A comparative study with L1-regularized logistic regression.

Ezgi Mercan, Linda G. Shapiro, Seth M. Weinberg, Su-In Lee

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013