Joann G. Elmore

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 33

Top Topics

Feature Representations

Medical Image Interpretation

Machine Learning

Top Venues

J. Digit. Imaging

J. Am. Medical Informatics Assoc.

Publications

Tad T. Brunyé, Kelsey Booth, Dalit D. Hendel, Kathleen F. Kerr, Hannah Shucard, Donald L. Weaver, Joann G. Elmore
Machine learning classification of diagnostic accuracy in pathologists interpreting breast biopsies. J. Am. Medical Informatics Assoc. 31 (3) (2024)
Kechun Liu, Wenjun Wu, Joann G. Elmore, Linda G. Shapiro
Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images. CoRR (2024)
Kechun Liu, Beibin Li, Wenjun Wu, Caitlin J. May, Oliver Chang, Stevan Knezevich, Lisa M. Reisch, Joann G. Elmore, Linda G. Shapiro
VSGD-Net: Virtual Staining Guided Melanocyte Detection on Histopathological Images. WACV (2023)
Kalyani Marathe, Chrysostomos Marasinou, Beibin Li, Noor Nakhaei, Bo Li, Joann G. Elmore, Linda G. Shapiro, William Hsu
Automated quantitative assessment of amorphous calcifications: Towards improved malignancy risk stratification. Comput. Biol. Medicine 146 (2022)
Shima Nofallah, Wenjun Wu, Kechun Liu, Fatemeh Ghezloo, Joann G. Elmore, Linda G. Shapiro
Automated analysis of whole slide digital skin biopsy images. Frontiers Artif. Intell. 5 (2022)
Shima Nofallah, Mojgan Mokhtari, Wenjun Wu, Sachin Mehta, Stevan Knezevich, Caitlin J. May, Oliver Chang, Annie C. Lee, Joann G. Elmore, Linda G. Shapiro
Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net. J. Digit. Imaging 35 (5) (2022)
Sachin Mehta, Ximing Lu, Wenjun Wu, Donald L. Weaver, Hannaneh Hajishirzi, Joann G. Elmore, Linda G. Shapiro
End-to-End diagnosis of breast biopsy images with transformers. Medical Image Anal. 79 (2022)
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)
Wenjun Wu, Sachin Mehta, Shima Nofallah, Stevan Knezevich, Caitlin J. May, Oliver Chang, Joann G. Elmore, Linda G. Shapiro
Scale-Aware Transformers for Diagnosing Melanocytic Lesions. IEEE Access 9 (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)
Ximing Lu, Sachin Mehta, Tad T. Brunyé, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro
Analysis of Regions of Interest and Distractor Regions in Breast Biopsy Images. BHI (2021)
Kechun Liu, Mojgan Mokhtari, Beibin Li, Shima Nofallah, Caitlin J. May, Oliver Chang, Stevan Knezevich, Joann G. Elmore, Linda G. Shapiro
Learning Melanocytic Proliferation Segmentation in Histopathology Images From Imperfect Annotations. CVPR Workshops (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)
Sachin Mehta, Ximing Lu, Donald L. Weaver, Joann G. Elmore, Hannaneh Hajishirzi, Linda G. Shapiro
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images. CoRR (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)
Jacob Stein, Jared Klein, Thomas H. Payne, Sara Jackson, Sue Peacock, Natalia Oster, Trinell Carpenter, Joann G. Elmore
Communicating with Vulnerable Patient Populations: A Randomized Intervention to Teach Inpatients to Use the Electronic Patient Portal. Appl. Clin. Inform. 9 (04) (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)
Sue Peacock, Ashok Reddy, Suzanne G. Leveille, Jan Walker, Thomas H. Payne, Natalia Oster, Joann G. Elmore
Patient portals and personal health information online: perception, access, and use by US adults. J. Am. Medical Informatics Assoc. 24 (e1) (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)
Tracy Onega, Lisa M. Reisch, Paul D. Frederick, Berta M. Geller, Heidi D. Nelson, Jason P. Lott, Andrea C. Radick, David E. Elder, Raymond L. Barnhill, Michael W. Piepkorn, Joann G. Elmore
Use of Digital Whole Slide Imaging in Dermatopathology. J. Digit. Imaging 29 (2) (2016)
Tracy Onega, Donald L. Weaver, Berta M. Geller, Natalia Oster, Anna N. A. Tosteson, Patricia A. Carney, Heidi D. Nelson, Kimberly H. Allison, Frances P. O'Malley, Stuart J. Schnitt, Joann G. Elmore
Digitized Whole Slides for Breast Pathology Interpretation: Current Practices and Perceptions. J. Digit. Imaging 27 (5) (2014)
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)
Suzanne G. Leveille, Janice Walker, James D. Ralston, Stephen E. Ross, Joann G. Elmore, Tom Delbanco
Evaluating the impact of patients' online access to doctors' visit notes: designing and executing the OpenNotes project. BMC Medical Informatics Decis. Mak. 12 (2012)