Ezgi Mercan

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 19

Top Topics

Histopathology Images

Feature Representations

Top Venues

J. Digit. Imaging

Publications

Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro
Corrigendum to "Machine learning techniques for mitoses classification" [Comput. Med. Imaging Graphics 87 January (2021) 101832]. Comput. Medical Imaging Graph. 90 (2021)
Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro
Machine learning techniques for mitoses classification. Comput. Medical Imaging Graph. 87 (2021)
Caner Mercan, Bulut Aygünes, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline. ICPR (2020)
Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline. CoRR (2020)
Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
From patch-level to ROI-level deep feature representations for breast histopathology classification. Medical Imaging: Digital Pathology (2019)
Yuguang Li, Ezgi Mercan, Stevan Knezevich, Joann G. Elmore, Linda G. Shapiro
Efficient and Accurate Mitosis Detection - A Lightweight RCNN Approach. ICPRAM (2018)
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images. CoRR (2018)
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images. MICCAI (2) (2018)
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
Learning to Segment Breast Biopsy Whole Slide Images. WACV (2018)
Ezgi Mercan, Sachin Mehta, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
Automated Diagnosis of Breast Cancer and Pre-invasive Lesions on Digital Whole Slide Images. ICPRAM (2018)
Baris Gecer, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks. Pattern Recognit. 84 (2018)
Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images. IEEE Trans. Medical Imaging 37 (1) (2018)
Ezgi Mercan, Linda G. Shapiro, Tad T. Brunyé, Donald L. Weaver, Joann G. Elmore
Characterizing Diagnostic Search Patterns in Digital Breast Pathology: Scanners and Drillers. J. Digit. Imaging 31 (1) (2018)
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
Learning to Segment Breast Biopsy Whole Slide Images. CoRR (2017)
Tad T. Brunyé, Ezgi Mercan, Donald L. Weaver, Joann G. Elmore
Accuracy is in the eyes of the pathologist: The visual interpretive process and diagnostic accuracy with digital whole slide images. J. Biomed. Informatics 66 (2017)
Caner Mercan, Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
Multi-instance multi-label learning for whole slide breast histopathology. Medical Imaging: Digital Pathology (2016)
Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore
Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study. J. Digit. Imaging 29 (4) (2016)
Tad T. Brunyé, Marianna D. Eddy, Ezgi Mercan, Kimberly H. Allison, Donald L. Weaver, Joann G. Elmore
Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation. BMC Medical Informatics Decis. Mak. 16 (2016)
Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore
Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images. ICPR (2014)
Ezgi Mercan, Linda G. Shapiro, Seth M. Weinberg, Su-In Lee
The use of pseudo-landmarks for craniofacial analysis: A comparative study with L1-regularized logistic regression. EMBC (2013)
S. M. Rolfe, Esra D. Camci, Ezgi Mercan, Linda G. Shapiro, Timothy C. Cox
A new tool for quantifying and characterizing asymmetry in bilaterally paired structures. EMBC (2013)