Shreyasee Amin

According to our database, Shreyasee Amin authored at least 7 papers between 2018 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records.

Yanshan Wang, Yiqing Zhao, Terry M. Therneau, Elizabeth J. Atkinson, Ahmad P. Tafti, Nan Zhang, Shreyasee Amin, Andrew H. Limper, Sundeep Khosla, Hongfang Liu

J. Biomed. Informatics, 2020

A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images.

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

CoRR, 2020

2019

A clinical text classification paradigm using weak supervision and deep representation.

Yanshan Wang, Sunghwan Sohn, Sijia Liu, Feichen Shen, Liwei Wang, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu

BMC Medical Informatics Decis. Mak., 2019

Natural language processing of radiology reports for identification of skeletal site-specific fractures.

Yanshan Wang, Saeed Mehrabi, Sunghwan Sohn, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu

BMC Medical Informatics Decis. Mak., 2019

Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records.

Yanshan Wang, Yiqing Zhao, Terry M. Therneau, Elizabeth J. Atkinson, Ahmad P. Tafti, Nan Zhang, Shreyasee Amin, Andrew H. Limper, Hongfang Liu

CoRR, 2019

2018

A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction.

Yanshan Wang, Sunghwan Sohn, Sijia Liu, Feichen Shen, Liwei Wang, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu

CoRR, 2018

Automatic Extraction of Major Osteoporotic Fractures from Radiology Reports using Natural Language Processing.

Yanshan Wang, Saeed Mehrabi, Sunghwan Sohn, Elizabeth J. Atkinson, Shreyasee Amin, Hongfang Liu

Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018