Nansu Zong

According to our database, Nansu Zong authored at least 41 papers between 2009 and 2024.

Collaborative distances:

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

2024

A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction.

Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn

J. Am. Medical Informatics Assoc., 2024

Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction.

Shaika Chowdhury, Yongbin Chen, Pengyang Li, Sivaraman Rajaganapathy, Andrew Wen, Xiao Ma, Qiying Dai, Yue Yu, Sunyang Fu, Xiaoqian Jiang, Zhe He, Sunghwan Sohn, Xiaoke Liu, Suzette J. Bielinski, Alanna M. Chamberlain, James R. Cerhan, Nansu Zong

J. Am. Medical Informatics Assoc., 2024

2023

Using artificial intelligence to learn optimal regimen plan for Alzheimer's disease.

Kritib Bhattarai, Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, Qiying Dai, Xiaoyang Li, Xiaoqian Jiang, Nansu Zong

J. Am. Medical Informatics Assoc., September, 2023

Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction.

Shaika Chowdhury, Sivaraman Rajaganapathy, Lichao Sun, James R. Cerhan, Nansu Zong

CoRR, 2023

Detecting Reddit Users with Depression Using a Hybrid Neural Network.

Ziyi Chen, Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang

CoRR, 2023

FHIR-Ontop-OMOP: Querying OMOP clinical databases as FHIR-compliant Clinical Knowledge Graphs.

Guohui Xiao, Emily R. Pfaff, Eric Prud'hommeaux, David Booth, Deepak K. Sharma, Nan Huo, Yue Yu, Nansu Zong, Kathryn J. Ruddy, Christopher G. Chute, Guoqian Jiang

Proceedings of the 14th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4HCLS 2023), 2023

Classification of Patient Portal Messages with BERT-based Language Models.

Yang Ren, Dezhi Wu, Aditya Khurana, George M. Mastorakos, Sunyang Fu, Nansu Zong, Jungwei Fan, Hongfang Liu, Ming Huang

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Characterizing the Users of Patient Portal Messaging: A Single Institutional Cohort Study.

Ming Huang, Aditya Khurana, George M. Mastorakos, Jiawei Zhou, Nansu Zong, Yue Yu, Julie E. Prigge, Christi A. Patten, Hongfang Liu, Brian Costello

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN.

Ziyi Chen, Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Learning Physician's Treatment for Alzheimer's Disease based on Electronic Health Records and Reinforcement Learning.

Kritib Bhattarai, Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, Qiying Dai, Xiaoyang Li, Xiaoqian Jiang, Nansu Zong

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Evaluating Drug Effectiveness for Antihypertensives in Heart Failure Prognosis: Leveraging Composite Clinical Endpoints and Biomarkers from Electronic Health Records.

Shaika Chowdhury, Yongbin Chen, Xiao Ma, Qiying Dai, Yue Yu, Nansu Zong

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022

Computational drug repurposing based on electronic health records: a scoping review.

Nansu Zong, Andrew Wen, Sungrim Moon, Sunyang Fu, Liwei Wang, Yiqing Zhao, Yue Yu, Ming Huang, Yanshan Wang, Gang Zheng, Michelle M. Mielke, James R. Cerhan, Hongfang Liu

npj Digit. Medicine, 2022

Developing an ETL tool for converting the PCORnet CDM into the OMOP CDM to facilitate the COVID-19 data integration.

Yue Yu, Nansu Zong, Andrew Wen, Sijia Liu, Daniel J. Stone, David Knaack, Alanna M. Chamberlain, Emily R. Pfaff, Davera Gabriel, Christopher G. Chute, Nilay Shah, Guoqian Jiang

J. Biomed. Informatics, 2022

FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model.

Guohui Xiao, Emily R. Pfaff, Eric Prud'hommeaux, David Booth, Deepak K. Sharma, Nan Huo, Yue Yu, Nansu Zong, Kathryn J. Ruddy, Christopher G. Chute, Guoqian Jiang

J. Biomed. Informatics, 2022

Correction to: Characterizing phenotypic abnormalities associated with high-risk individuals developing lung cancer using electronic health records from the All of Us researcher workbench.

Jie Na, Nansu Zong, Chen Wang, David E. Midthun, Yuan Luo, Ping Yang, Guoqian Jiang

J. Am. Medical Informatics Assoc., 2022

BETA: a comprehensive benchmark for computational drug-target prediction.

Nansu Zong, Ning Li, Andrew Wen, Victoria Ngo, Yue Yu, Ming Huang, Shaika Chowdhury, Chao Jiang, Sunyang Fu, Richard Weinshilboum, Guoqian Jiang, Lawrence Hunter, Hongfang Liu

Briefings Bioinform., 2022

Computational Drug Target Prediction: Benchmark and Experiments.

Nansu Zong, Victoria Ngo

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

A Comparative Study on the Capability of Real-World Antineoplastic Drug Data Collection by CanMED, ATC and HemOnc.

Yue Yu, Kathryn J. Ruddy, Nan Huo, Nansu Zong, Deirdre Pachman, Christopher G. Chute, Emily R. Pfaff, Andrea Cheville, Guoqian Jiang

Proceedings of the AMIA 2022, 2022

Modeling a Cancer Symptom Control Domain Using HL7 FHIR: Applicability of the Minimal Common Oncology Data Elements (mCODE).

Nan Huo, Yue Yu, Nansu Zong, Andrea Cheville, Claude Nanjo, Eric Prud'hommeaux, Deirdre Pachman, Guohui Xiao, Emily R. Pfaff, Christopher G. Chute, Guoqian Jiang, Kathryn J. Ruddy

Proceedings of the AMIA 2022, 2022

2021

Characterizing phenotypic abnormalities associated with high-risk individuals developing lung cancer using electronic health records from the All of Us researcher workbench.

Jie Na, Nansu Zong, Chen Wang, David E. Midthun, Yuan Luo, Ping Yang, Guoqian Jiang

J. Am. Medical Informatics Assoc., 2021

Modeling cancer clinical trials using HL7 FHIR to support downstream applications: A case study with colorectal cancer data.

Nansu Zong, Daniel J. Stone, Deepak K. Sharma, Andrew Wen, Chen Wang, Yue Yu, Ming Huang, Sijia Liu, Hongfang Liu, Qian Shi, Guoqian Jiang

Int. J. Medical Informatics, 2021

Drug-target prediction utilizing heterogeneous bio-linked network embeddings.

Nansu Zong, Rachael Sze Nga Wong, Yue Yu, Andrew Wen, Ming Huang, Ning Li

Briefings Bioinform., 2021

The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records.

Sunyang Fu, Andrew Wen, Sandeep R. Pagali, Nansu Zong, Jennifer St Sauver, Sunghwan Sohn, Jungwei Fan, Hongfang Liu

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

FHIRTime: Standardizing Temporal Patterns Identified from Clinical Narratives Using HL7 FHIR.

Daniel J. Stone, Sijia Liu, Yuan Luo, Andrew Wen, Nansu Zong, Luke V. Rasmussen, Prakash Adekkanattu, Pascal S. Brandt, Jennifer A. Pacheco, Fei Wang, Cui Tao, Jyotishman Pathak, Hongfang Liu, Guoqian Jiang

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Disparity analysis of patient portal messaging use for COVID-19 in urban versus rural locality.

Ming Huang, Andrew Wen, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Nansu Zong, Yue Yu, Julie E. Prigge, Brian Costello, Nilay D. Shah, Henry Ting, Chyke Doubeni, Jungwei Fan, Hongfang Liu, Christi A. Patten

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Automatic Construction of Biomedical Knowledge Graph from Covid-19 Literature.

Chao Jiang, Victoria Ngo, Richard Chapman, Hongfang Liu, Guoqian Jiang, Nansu Zong

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2018

DataMed - an open source discovery index for finding biomedical datasets.

Xiaoling Chen, Anupama E. Gururaj, Ibrahim Burak Özyurt, Ruiling Liu, Ergin Soysal, Trevor Cohen, Firat Tiryaki, Yueling Li, Nansu Zong, Min Jiang, Deevakar Rogith, Mandana Salimi, Hyeon-Eui Kim, Philippe Rocca-Serra, Alejandra N. González-Beltrán, Claudiu Farcas, Todd Johnson, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Ian Fore, Lucila Ohno-Machado, Jeffrey S. Grethe, Hua Xu

J. Am. Medical Informatics Assoc., 2018

2017

xStore: Federated temporal query processing for large scale RDF triples on a cloud environment.

Jinhyun Ahn, Jae-Hong Eom, Sejin Nam, Nansu Zong, Dong-Hyuk Im, Hong-Gee Kim

Neurocomputing, 2017

Constructing faceted taxonomy for heterogeneous entities based on object properties in linked data.

Nansu Zong, Hong-Gee Kim, Sejin Nam

Data Knowl. Eng., 2017

Supporting inter-topic entity search for biomedical Linked Data based on heterogeneous relationships.

Nansu Zong, Sungin Lee, Jinhyun Ahn, Hong-Gee Kim

Comput. Biol. Medicine, 2017

Deep mining heterogeneous networks of biomedical linked data to predict novel drug-target associations.

Nansu Zong, Hyeoneui Kim, Victoria Ngo, Olivier Harismendy

Bioinform., 2017

Explorative Analyses on Indexing OMOP based Clinical Datasets with DATS.

Ethan Park, Diana Guijarro, Imho Jang, Stephen Trac, Nansu Zong, Hyeoneui Kim

Proceedings of the AMIA 2017, 2017

2016

Structuralizing biomedical abstracts with discriminative linguistic features.

Sejin Nam, Senator Jeong, Sang-Kyun Kim, Hong-Gee Kim, Victoria Ngo, Nansu Zong

Comput. Biol. Medicine, 2016

2015

Aligning ontologies with subsumption and equivalence relations in Linked Data.

Nansu Zong, Sejin Nam, Jae-Hong Eom, Jinhyun Ahn, Hyunwhan Joe, Hong-Gee Kim

Knowl. Based Syst., 2015

Discovering expansion entities for keyword-based entity search in linked data.

Nansu Zong, Sungin Lee, Hong-Gee Kim

J. Inf. Sci., 2015

2014

G-Diff: A Grouping Algorithm for RDF Change Detection on MapReduce.

Jinhyun Ahn, Dong-Hyuk Im, Jae-Hong Eom, Nansu Zong, Hong-Gee Kim

Proceedings of the Semantic Technology - 4th Joint International Conference, 2014

2013

A Comparison of Unsupervised Taxonomical Relationship Induction Approaches for Building Ontology in RDF Resources.

Nansu Zong, Sungin Lee, Hong-Gee Kim

Proceedings of the Semantic Technology - Third Joint International Conference, 2013

2012

Dynamic generation of concepts hierarchies for knowledge discovering in bio-medical linked data sets.

Nansu Zong, Dong-Hyuk Im, Sung-Kwon Yang, Hyun Namgoong, Hong-Gee Kim

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 2012

A hypergraph-based storage policy for RDF version management system.

Dong-Hyuk Im, Nansu Zong, Eung-Hee Kim, Seokchan Yun, Hong-Gee Kim

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 2012

2011

Discovering and Ranking New Links for Linked Data Supplier.

Nansu Zong, Sung-Kwon Yang, Hyun Namgoong, Hong-Gee Kim

Proceedings of the Semantic Web - Joint International Semantic Technology Conference, 2011

2009

A SWRL Rules Parser Algorithm Based on the Topic Semantic Comparability and Ant Colony Algorithm.

Nansu Zong, Yelu Zheng, Zhong Wang

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009