Ezgi Mercan

发表

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

Linda G. Shapiro, Sachin Mehta, Ezgi Mercan, 2018, MICCAI.

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

Linda G. Shapiro, Selim Aksoy, Ezgi Mercan, 2019, Medical Imaging.

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

Linda G. Shapiro, Selim Aksoy, Ezgi Mercan, 2014, 2014 22nd International Conference on Pattern Recognition.

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

Selim Aksoy, Ezgi Mercan, Donald L Weaver, 2020, IEEE Journal of Biomedical and Health Informatics.

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

Linda G. Shapiro, Selim Aksoy, Ezgi Mercan, 2016, Journal of Digital Imaging.

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

Linda G. Shapiro, Selim Aksoy, Ezgi Mercan, 2018, Pattern Recognit..

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

Ezgi Mercan, Donald L. Weaver, Joann G. Elmore, 2017, J. Biomed. Informatics.

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

Linda G. Shapiro, Sachin Mehta, Ezgi Mercan, 2018, ICPRAM.

MLCD: A Unified Software Package for Cancer Diagnosis

Ezgi Mercan, Jamen Bartlett, Wenjun Wu, 2020, JCO clinical cancer informatics.

Craniofacial Image Analysis

Shu Liang, Indriyati Atmosukarto, Linda G. Shapiro, 2015, Health Monitoring and Personalized Feedback using Multimedia Data.

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

Linda G. Shapiro, Ezgi Mercan, Donald L. Weaver, 2018, Journal of Digital Imaging.

Learning to Segment Breast Biopsy Whole Slide Images

Linda G. Shapiro, Sachin Mehta, Ezgi Mercan, 2017, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

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

Linda G. Shapiro, Ezgi Mercan, Timothy C. Cox, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

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

Linda G. Shapiro, Seth M. Weinberg, Ezgi Mercan, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

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

Ezgi Mercan, Donald L. Weaver, Joann G. Elmore, 2016, BMC Medical Informatics and Decision Making.

Efficient and Accurate Mitosis Detection - A Lightweight RCNN Approach

Linda G. Shapiro, Ezgi Mercan, Joann G. Elmore, 2018, ICPRAM.

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

Linda G. Shapiro, Selim Aksoy, Ezgi Mercan, 2018, IEEE Transactions on Medical Imaging.

Machine learning techniques for mitoses classification

Ezgi Mercan, Daniela Witten, Joann G Elmore, 2020, Comput. Medical Imaging Graph..

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

Linda G. Shapiro, Selim Aksoy, Ezgi Mercan, 2016, SPIE Medical Imaging.

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

Linda G. Shapiro, Ezgi Mercan, Donald L. Weaver, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).

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

Ezgi Mercan, Donald L. Weaver, Joann G. Elmore, 2021, Comput. Medical Imaging Graph..

A Randomized Study Comparing Digital Imaging to Traditional Glass Slide Microscopy for Breast Biopsy and Cancer Diagnosis

Linda G. Shapiro, Ezgi Mercan, Donald L. Weaver, 2017, Journal of pathology informatics.

Digital Pathology: Diagnostic Errors, Viewing Behavior and Image Characteristics

Ezgi Mercan, E. Mercan, 2017 .

Region of Interest Identification and Diagnostic Agreement in Breast Pathology

Andrew H. Beck, Ezgi Mercan, Tad T. Brunyé, 2016, Modern Pathology.

Assessment of Machine Learning of Breast Pathology Structures for Automated Differentiation of Breast Cancer and High-Risk Proliferative Lesions

Linda G. Shapiro, Ezgi Mercan, Jamen Bartlett, 2019, JAMA network open.