Duplicate Patient Records - Implication for Missed Laboratory Results. - Erel Joffe; Charles F. Bearden; Michael J. Byrne; Elmer V. Bernstam (AMIA, 2012)

Collaborative knowledge acquisition for the design of context-aware alert systems. - Erel Joffe; Ofer Havakuk; Jorge R. Herskovic; Vimla L. Patel; Elmer Victor Bernstam (J. Am. Medical Informatics Assoc., 2012)

Optimized Dual Threshold Entity Resolution For Electronic Health Record Databases - Training Set Size And Active Learning. - Erel Joffe; Michael J. Byrne; Phillip Reeder; Jorge R. Herskovic; Craig W. Johnson; Allison B. McCoy; Elmer V. Bernstam (AMIA, 2013)

A benchmark comparison of deterministic and probabilistic methods for defining manual review datasets in duplicate records reconciliation. - Erel Joffe; Michael J. Byrne; Phillip Reeder; Jorge R. Herskovic; Craig W. Johnson; Allison B. McCoy; Dean F. Sittig; Elmer V. Bernstam (J. Am. Medical Informatics Assoc., 2014)

Expert guided natural language processing using one-class classification. - Erel Joffe; Emily J. Pettigrew; Jorge R. Herskovic; Charles F. Bearden; Elmer V. Bernstam (J. Am. Medical Informatics Assoc., 2015)

Task-Specific Ontology Generation for NLP-Based Phenotype Extraction. - Anastasia Navitski; Piyush Goyal; Salma Ahsanuddin; Manik Uppal; Simon Mantha; Serena Zheng; Erel Joffe (AMIA, 2020)