Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports. - Mohammed M. Alawad; Shang Gao 008; 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; et al. (BHI, 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)

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 001 (BMC Medical Informatics Decis. Mak., 2020)

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 (BCB, 2021)

Privacy-Preserving Deep Learning NLP Models for Cancer Registries. - Mohammed M. Alawad; Hong-Jun Yoon; Shang Gao 008; 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)

DeepPhe: Natural Language Processing Tools for Cancer Research and Surveillance. - Harry Hochheiser; Sean Finan; Zhou Yuan; John D. Levander; Eric B. Durbin; Isaac Hands; Ramakanth Kavuluru; Jeremy L. Warner; Guergana Savova (AMIA, 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; et al. (BMC Bioinform., 2022)

A survey of NLP methods for oncology in the past decade with a focus on cancer registry applications. - Isaac Hands; Ramakanth Kavuluru (Artif. Intell. Rev., 2025)