Ezgi Mercan

24 papers A 1B 2C 2Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2021 J jnl
Corrigendum to "Machine learning techniques for mitoses classification" [Comput. Med. Imaging Graphics 87 January (2021) 101832].
Comput. Medical Imaging Graph.
Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro
2021 J jnl
Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology.
IEEE J. Biomed. Health Informatics
Caner Mercan, Bulut Aygünes, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
2021 J jnl
Machine learning techniques for mitoses classification.
Comput. Medical Imaging Graph.
Shima Nofallah, Sachin Mehta, Ezgi Mercan, Stevan Knezevich, Caitlin J. May, Donald L. Weaver, Daniela M. Witten, Joann G. Elmore, Linda G. Shapiro
2020 B conf
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline.
ICPR
Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
2020 J jnl
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline.
CoRR
Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
2019 — conf
From patch-level to ROI-level deep feature representations for breast histopathology classification.
Digital Pathology
Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
2018 C conf
Automated Diagnosis of Breast Cancer and Pre-invasive Lesions on Digital Whole Slide Images.
ICPRAM
Ezgi Mercan, Sachin Mehta, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
2018 J jnl
Characterizing Diagnostic Search Patterns in Digital Breast Pathology: Scanners and Drillers.
J. Digit. Imaging
Ezgi Mercan, Linda G. Shapiro, Tad T. Brunyé, Donald L. Weaver, Joann G. Elmore
2018 J jnl
Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks.
Pattern Recognit.
Baris Gecer, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
2018 C conf
Efficient and Accurate Mitosis Detection - A Lightweight RCNN Approach.
ICPRAM
Yuguang Li, Ezgi Mercan, Stevan Knezevich, Joann G. Elmore, Linda G. Shapiro
2018 A conf
Learning to Segment Breast Biopsy Whole Slide Images.
WACV
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
2018 J jnl
Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images.
IEEE Trans. Medical Imaging
Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
2018 — conf
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images.
MICCAI (2)
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
2018 J jnl
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images.
CoRR
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
2017 J jnl
Accuracy is in the eyes of the pathologist: The visual interpretive process and diagnostic accuracy with digital whole slide images.
J. Biomed. Informatics
Tad T. Brunyé, Ezgi Mercan, Donald L. Weaver, Joann G. Elmore
2017 — —
Digital Pathology: Diagnostic Errors, Viewing Behavior and Image Characteristics
Ezgi Mercan
2017 J jnl
Learning to Segment Breast Biopsy Whole Slide Images.
CoRR
Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
2016 J jnl
Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study.
J. Digit. Imaging
Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore
2016 — conf
Multi-instance multi-label learning for whole slide breast histopathology.
Digital Pathology
Caner Mercan, Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore
2016 J jnl
Pupil diameter changes reflect difficulty and diagnostic accuracy during medical image interpretation.
BMC Medical Informatics Decis. Mak.
Tad T. Brunyé, Marianna D. Eddy, Ezgi Mercan, Kimberly H. Allison, Donald L. Weaver, Joann G. Elmore
2015 — ch.
Craniofacial Image Analysis.
Health Monitoring and Personalized Feedback using Multimedia Data
Ezgi Mercan, Indriyati Atmosukarto, Jia Wu, Shu Liang, Linda G. Shapiro
2014 B conf
Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images.
ICPR
Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore
2013 — conf
A new tool for quantifying and characterizing asymmetry in bilaterally paired structures.
EMBC
S. M. Rolfe, Esra D. Camci, Ezgi Mercan, Linda G. Shapiro, Timothy C. Cox
2013 — conf
The use of pseudo-landmarks for craniofacial analysis: A comparative study with L1-regularized logistic regression.
EMBC
Ezgi Mercan, Linda G. Shapiro, Seth M. Weinberg, Su-In Lee