A Theory and Implementation of Smooth Conditional Maps. - James Blair Christian; David W. Scott (DG.O, 2002)

Finding Outliers in Models of Spatial Data. - David W. Scott; James Blair Christian (DG.O, 2003)

An Emerging Role for Polystores in Precision Medicine. - Edmon Begoli; James Blair Christian; Vijay Gadepally; Stavros Papadopoulos 001 (DMAH@VLDB, 2017)

Filter pruning of Convolutional Neural Networks for text classification: A case study of cancer pathology report comprehension. - Hong-Jun Yoon; Sarah Robinson; James Blair Christian; John X. Qiu; Georgia D. Tourassi (BHI, 2018)

Retrofitting Word Embeddings with the UMLS Metathesaurus for Clinical Information Extraction. - Mohammed M. Alawad; S. M. Shamimul Hasan; James Blair Christian; Georgia D. Tourassi (IEEE BigData, 2018)

CAT: computer aided triage improving upon the Bayes risk through ε-refusal triage rules. - Nicolas W. Hengartner; Leticia Cuellar; Xiao-Cheng Wu; Georgia D. Tourassi; John X. Qiu; James Blair Christian; Tanmoy Bhattacharya 001 (BMC Bioinform., 2018)

Scalable deep text comprehension for Cancer surveillance on high-performance computing. - John X. Qiu; Hong-Jun Yoon; Kshitij Srivastava; Thomas P. Watson; James Blair Christian; Arvind Ramanathan; Xiao-Cheng Wu; Paul A. Fearn; Georgia D. Tourassi (BMC Bioinform., 2018)

Hierarchical attention networks for information extraction from cancer pathology reports. - Shang Gao 008; Michael T. Young; John X. Qiu; Hong-Jun Yoon; James Blair Christian; Paul A. Fearn; Georgia D. Tourassi; Arvind Ramanathan (J. Am. Medical Informatics Assoc., 2018)

Extraction of Tumor Site from Cancer Pathology Reports using Deep Filters. - Abhishek Kumar Dubey; Jacob D. Hinkle; James Blair Christian; Georgia D. Tourassi (BCB, 2019)

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)

A Knowledge Graph Approach for the Secondary Use of Cancer Registry Data. - S. M. Shamimul Hasan; Donna R. Rivera; Xiao-Cheng Wu; James Blair Christian; Georgia D. Tourassi (BHI, 2019)

Selective Information Extraction Strategies for Cancer Pathology Reports with Convolutional Neural Networks. - Hong-Jun Yoon; John X. Qiu; James Blair Christian; Jacob D. Hinkle; Folami Alamudun; Georgia D. Tourassi (INNSBDDL, 2019)

Classifying cancer pathology reports with hierarchical self-attention networks. - Shang Gao 008; John X. Qiu; Mohammed M. Alawad; Jacob D. Hinkle; Noah Schaefferkoetter; Hong-Jun Yoon; James Blair Christian; Paul A. Fearn; Lynne Penberthy; Xiao-Cheng Wu; Linda Coyle; Georgia D. Tourassi; et al. (Artif. Intell. Medicine, 2019)

Privacy-Preserving Knowledge Transfer with Bootstrap Aggregation of Teacher Ensembles. - Hong-Jun Yoon; Hilda B. Klasky; Eric B. Durbin; Xiao-Cheng Wu; Antoinette Stroup; Jennifer A. Doherty; Linda Coyle; Lynne Penberthy; Christopher B. Stanley; James Blair Christian; Georgia D. Tourassi (Poly/DMAH@VLDB, 2020)

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks. - Mohammed M. Alawad; Shang Gao 008; John X. Qiu; Hong-Jun Yoon; James Blair Christian; Lynne Penberthy; Brent J. Mumphrey; Xiao-Cheng Wu; Linda Coyle; Georgia D. Tourassi (J. Am. Medical Informatics Assoc., 2020)

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports. - Hong-Jun Yoon; Hilda B. Klasky; John P. Gounley; Mohammed M. Alawad; Shang Gao 008; Eric B. Durbin; Xiao-Cheng Wu; Antoinette Stroup; Jennifer A. Doherty; Linda Coyle; Lynne Penberthy; James Blair Christian; et al. (J. Biomed. Informatics, 2020)

Knowledge Graph-Enabled Cancer Data Analytics. - S. M. Shamimul Hasan; Donna R. Rivera; Xiao-Cheng Wu; Eric B. Durbin; James Blair Christian; Georgia D. Tourassi (IEEE J. Biomed. Health Informatics, 2020)

Integration of Domain Knowledge using Medical Knowledge Graph Deep Learning for Cancer Phenotyping. - Mohammed M. Alawad; Shang Gao 008; Mayanka Chandra Shekar; S. M. Shamimul Hasan; James Blair Christian; Xiao-Cheng Wu; Eric B. Durbin; Jennifer A. Doherty; Antoinette Stroup; Linda Coyle; Lynne Penberthy; Georgia D. Tourassi (CoRR, 2021)

A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification. - Andrew E. Blanchard; Shang Gao 008; Hong-Jun Yoon; James Blair Christian; Eric B. Durbin; Xiao-Cheng Wu; Antoinette Stroup; Jennifer A. Doherty; Stephen M. Schwartz; Charles Wiggins; Linda Coyle; Lynne Penberthy; et al. (IEEE J. Biomed. Health Informatics, 2022)

Development of message passing-based graph convolutional networks for classifying cancer pathology reports. - Hong-Jun Yoon; Hilda B. Klasky; Andrew E. Blanchard; James Blair Christian; Eric B. Durbin; Xiao-Cheng Wu; Antoinette Stroup; Jennifer A. Doherty; Linda Coyle; Lynne Penberthy; Georgia D. Tourassi (BMC Medical Informatics Decis. Mak., 2024)