Isaac Hands

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Language Processing

Domain Adaptation

Accelerated Proximal Gradient

Top Venues

BMC Medical Informatics Decis. Mak.

IEEE Trans. Emerg. Top. Comput.

Publications

Harry Hochheiser, Sean Finan, Zhou Yuan, John Levander, Eric B. Durbin, Isaac Hands, Ramakanth Kavuluru, Jeremy L. Warner, Guergana Savova
DeepPhe: Natural Language Processing Tools for Cancer Research and Surveillance. AMIA (2022)
Jong Cheol Jeong, Isaac Hands, Jill M. Kolesar, Mahadev Rao, Bront Davis, York H. Dobyns, Joseph Hurt-Mueller, Justin Levens, Jenny Gregory, John Williams, Lisa Witt, Eun Mi Kim, Carlee Burton, Amir A. Elbiheary, Mingguang Chang, Eric B. Durbin
Local data commons: the sleeping beauty in the community of data commons. BMC Bioinform. (12) (2022)
Mohammed M. Alawad, Hong-Jun Yoon, Shang Gao, Brent J. Mumphrey, Xiao-Cheng Wu, Eric B. Durbin, Jong Cheol Jeong, Isaac Hands, David Rust, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi
Privacy-Preserving Deep Learning NLP Models for Cancer Registries. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Anthony Rios, Eric B. Durbin, Isaac Hands, Ramakanth Kavuluru
Assigning ICD-O-3 codes to pathology reports using neural multi-task training with hierarchical regularization. BCB (2021)
Shiqiang Tao, Ningzhou Zeng, Isaac Hands, Joseph Hurt-Mueller, Eric B. Durbin, Licong Cui, Guo-Qiang Zhang
Web-based interactive mapping from data dictionaries to ontologies, with an application to cancer registry. BMC Medical Informatics Decis. Mak. (10) (2020)
Mohammed M. Alawad, Shang Gao, John X. Qiu, Noah Schaefferkoetter, Jacob D. Hinkle, Hong-Jun Yoon, James Blair Christian, Xiao-Cheng Wu, Eric B. Durbin, Jong Cheol Jeong, Isaac Hands, David Rust, Georgia D. Tourassi
Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports. BHI (2019)
Anthony Rios, Eric B. Durbin, Isaac Hands, Susanne M. Arnold, Darshil Shah, Stephen M. Schwartz, Bernardo H. L. Goulart, Ramakanth Kavuluru
Cross-registry neural domain adaptation to extract mutational test results from pathology reports. J. Biomed. Informatics 97 (2019)