Computer Science and Engineering
University of Washington
Email: ezgi [at] cs.washington.edu
Office: Paul G. Allen Center, 482
I am a PhD student at University of Washington, Computer Science and Engineering. I am working with Linda Shapiro
and Su-In Lee.
I am interested in biomedical applications of computer vision. My current research interests are craniofacial image analysis and scanning behavior analysis on digital whole slide biopsy images for understanding diagnostic errors.
A randomized study comparing digital imaging to traditional glass slide microscopy for breast biopsy and cancer diagnosis
Joann G. Elmore, Gary M. Longton, Margaret S. Pepe, Patricia A. Carney, Heidi D. Nelson, Kimberly H. Allison, Berta M. Geller, Tracy Onega, Anna N. A. Tosteson, Ezgi Mercan, Linda G. Shapiro, Tad T. Brunyé, Thomas R. Morgan, Donald L. WeaverJournal of Pathology Informatics
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. ElmoreJournal of Biomedical Informatics
Region of Interest Identification and Diagnostic Agreement in Breast Pathology
Dilip B. Nagarkar, Ezgi Mercan, Donald L. Weaver, Tad T. Brunyé, Patricia A. Carney, Mara H. Rendi, Andrew H. Beck, Paul D. Frederick, Linda G. Shapiro, Joann G. ElmoreModern Pathology
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. ElmoreBMC Medical Informatics and Decision Making
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 Brunye, Joann G. ElmoreJournal of Digital Imaging
Multi-instance Multi-label Learning for Whole Slide Breast Histopathology
Caner Mercan, Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Joann G. ElmoreSPIE Medical Imaging Symposium, Digital Pathology Conference
Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images
Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad Brunye, Joann G. ElmoreInternational Conference on Pattern Recognition (ICPR)
Craniofacial Image Analysis
Craniofacial Image Analysis
Ezgi Mercan, Indriyati Atmosukarto, Jia Wu, Shu Liang and Linda G. ShapiroComprehensive Health Monitoring and Personalized Feedback Using Multimedia Data
, A.Briassouli and J.Benois-Pineau (Ed.), Springer International, 2015.
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 LeeInternational Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
A New Tool for Quantifying and Characterizing Asymmetry in Bilaterally Paired Structures
Sara M. Rolfe, Esra D. Camci, Ezgi Mercan, Linda G. Shapiro, Tim C. CoxInternational Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
A Prognostic Model of Surgical Site Infection Using Daily Clinical Wound Assessment
Patrick C. Sanger, Gabrielle H. van Ramshorst, Ezgi Mercan, Shuai Huang, Andrea L. Hartzler, Cheryl AL. Armstrong, Ross J. Lordon, William B. Lober, Heather L. EvansJournal of the American College of Surgeons