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Journal Articles
- 2021
[j9]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: 101832 (2021)- [j8]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: 101903 (2021) - [j7]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): 2041-2049 (2021) - 2018
- [j6]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): 32-41 (2018) - [j5]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: 345-356 (2018) - [j4]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): 316-325 (2018) - 2017
- [j3]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: 171-179 (2017) - 2016
- [j2]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): 496-506 (2016) - [j1]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: 77 (2016)
Conference and Workshop Papers
- 2020
- [c10]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: 8727-8734 - 2019
- [c9]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. Digital Pathology 2019: 109560H - 2018
- [c8]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: 60-68 - [c7]Yuguang Li, Ezgi Mercan, Stevan Knezevich, Joann G. Elmore, Linda G. Shapiro:
Efficient and Accurate Mitosis Detection - A Lightweight RCNN Approach. ICPRAM 2018: 69-77 - [c6]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: 893-901 - [c5]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: 663-672 - 2016
- [c4]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. Digital Pathology 2016: 979108 - 2014
- [c3]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: 1179-1184 - 2013
- [c2]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: 2364-2367 - [c1]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: 6083-6086
Parts in Books or Collections
- 2015
- [p1]Ezgi Mercan, Indriyati Atmosukarto, Jia Wu, Shu Liang, Linda G. Shapiro:
Craniofacial Image Analysis. Health Monitoring and Personalized Feedback using Multimedia Data 2015: 9-29
Informal and Other Publications
- 2020
- [i3]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 abs/2012.06136 (2020) - 2018
- [i2]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 abs/1806.01313 (2018) - 2017
- [i1]Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro:
Learning to Segment Breast Biopsy Whole Slide Images. CoRR abs/1709.02554 (2017)
Coauthor Index
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