Elizabeth J. Atkinson

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 7

Top Topics

Computed Tomography Images

Healthcare Providers

Natural Language Processing

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Chen Zhao, Joyce H. Keyak, Jinshan Tang, Tadashi S. Kaneko, Sundeep Khosla, Shreyasee Amin, Elizabeth J. Atkinson, Lan-Juan Zhao, Michael J. Serou, Chaoyang Zhang, Hui Shen, Hong-Wen Deng, Weihua Zhou
A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images. CoRR (2020)
Yanshan Wang, Yiqing Zhao, Terry M. Therneau, Elizabeth J. Atkinson, Ahmad P. Tafti, Nan Zhang, Shreyasee Amin, Andrew H. Limper, Sundeep Khosla, Hongfang Liu
Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records. J. Biomed. Informatics 102 (2020)
Yanshan Wang, Yiqing Zhao, Terry M. Therneau, Elizabeth J. Atkinson, Ahmad P. Tafti, Nan Zhang, Shreyasee Amin, Andrew H. Limper, Hongfang Liu
Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records. CoRR (2019)
Yanshan Wang, Saeed Mehrabi, Sunghwan Sohn, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu
Natural language processing of radiology reports for identification of skeletal site-specific fractures. BMC Medical Informatics Decis. Mak. (3) (2019)
Yanshan Wang, Sunghwan Sohn, Sijia Liu, Feichen Shen, Liwei Wang, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu
A clinical text classification paradigm using weak supervision and deep representation. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Yanshan Wang, Sunghwan Sohn, Sijia Liu, Feichen Shen, Liwei Wang, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu
A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction. CoRR (2018)
Yanshan Wang, Saeed Mehrabi, Sunghwan Sohn, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu
Automatic Extraction of Major Osteoporotic Fractures from Radiology Reports using Natural Language Processing. ICHI Workshops (2018)
Sarah E. Reese, Kellie J. Archer, Terry M. Therneau, Elizabeth J. Atkinson, Celine M. Vachon, Mariza de Andrade, Jean-Pierre A. Kocher, Jeanette E. Eckel-Passow
A new statistic for identifying batch effects in high-throughput genomic data that uses guided principal component analysis. Bioinform. 29 (22) (2013)
Jeanette E. Eckel-Passow, Elizabeth J. Atkinson, Sooraj Maharjan, Sharon L. R. Kardia, Mariza de Andrade
Software comparison for evaluating genomic copy number variation for Affymetrix 6.0 SNP array platform. BMC Bioinform. 12 (2011)