Isaac Hands

According to our database, Isaac Hands authored at least 7 papers between 2019 and 2022.

Collaborative distances:

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

2022

Local data commons: the sleeping beauty in the community of data commons.

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

BMC Bioinform., December, 2022

DeepPhe: Natural Language Processing Tools for Cancer Research and Surveillance.

Harry Hochheiser, Sean Finan, Zhou Yuan, John Levander, Eric B. Durbin, Isaac Hands, Ramakanth Kavuluru, Jeremy L. Warner, Guergana Savova

Proceedings of the AMIA 2022, 2022

2021

Privacy-Preserving Deep Learning NLP Models for Cancer Registries.

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

IEEE Trans. Emerg. Top. Comput., 2021

Assigning ICD-O-3 codes to pathology reports using neural multi-task training with hierarchical regularization.

Anthony Rios, Eric B. Durbin, Isaac Hands, Ramakanth Kavuluru

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020

Web-based interactive mapping from data dictionaries to ontologies, with an application to cancer registry.

Shiqiang Tao, Ningzhou Zeng, Isaac Hands, Joseph Hurt-Mueller, Eric B. Durbin, Licong Cui, Guo-Qiang Zhang

BMC Medical Informatics Decis. Mak., 2020

2019

Cross-registry neural domain adaptation to extract mutational test results from pathology reports.

Anthony Rios, Eric B. Durbin, Isaac Hands, Susanne M. Arnold, Darshil Shah, Stephen M. Schwartz, Bernardo H. L. Goulart, Ramakanth Kavuluru

J. Biomed. Informatics, 2019

Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports.

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

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019