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ORCIDJoann G. Elmore
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2020 – today
- 2024
[j20]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): 552-562 (2024)- [c12]Kechun Liu, Wenjun Wu, Joann G. Elmore, Linda G. Shapiro:
Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images. MICCAI (5) 2024: 595-605 - [i5]Kechun Liu, Wenjun Wu, Joann G. Elmore, Linda G. Shapiro:
Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images. CoRR abs/2404.10894 (2024) - 2023
- [c11]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: 1918-1927 - 2022
- [j19]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: 105504 (2022) - [j18]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) - [j17]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): 1238-1249 (2022) - [j16]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: 102466 (2022) - 2021
- [j15]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: 163526-163541 (2021) - [j14]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) - [j13]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) - [j12]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) - [c10]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: 1-4 - [c9]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: 3766-3775 - 2020
- [c8]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 - [i4]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 abs/2007.13007 (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)
2010 – 2019
- 2019
- [c7]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: 109560H - 2018
- [j11]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. 09(04): 875-883 (2018) - [j10]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) - [j9]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) - [j8]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) - [c6]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 - [c5]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 - [c4]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 - [c3]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 - [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
- [j7]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): e173-e177 (2017) - [j6]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) - [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) - 2016
- [j5]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): 243-253 (2016) - [j4]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) - [j3]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) - [c2]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: 979108 - 2014
- [j2]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): 642-648 (2014) - [c1]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 - 2012
- [j1]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: 32 (2012)
Coauthor Index
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