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Nansu Zong
Nansu Zong
Department of Artificial Intelligence and Informatics Research, Mayo Clinic
E-mail confirmado em mayo.edu
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Ano
Deep mining heterogeneous networks of biomedical linked data to predict novel drug–target associations
N Zong, H Kim, V Ngo, O Harismendy
Bioinformatics 33 (15), 2337-2344, 2017
2052017
DATS, the data tag suite to enable discoverability of datasets
SA Sansone, A Gonzalez-Beltran, P Rocca-Serra, G Alter, JS Grethe, ...
Scientific data 4 (1), 1-8, 2017
1042017
Finding useful data across multiple biomedical data repositories using DataMed
L Ohno-Machado, SA Sansone, G Alter, I Fore, J Grethe, H Xu, ...
Nature genetics 49 (6), 816-819, 2017
1042017
DataMed–an open source discovery index for finding biomedical datasets
X Chen, AE Gururaj, B Ozyurt, R Liu, E Soysal, T Cohen, F Tiryaki, Y Li, ...
Journal of the American Medical Informatics Association 25 (3), 300-308, 2018
782018
Developing an FHIR-based computational pipeline for automatic population of case report forms for colorectal cancer clinical trials using electronic health records
N Zong, A Wen, DJ Stone, DK Sharma, C Wang, Y Yu, H Liu, Q Shi, ...
JCO Clinical Cancer Informatics 4, 201-209, 2020
412020
Computational drug repurposing based on electronic health records: a scoping review
N Zong, A Wen, S Moon, S Fu, L Wang, Y Zhao, Y Yu, M Huang, Y Wang, ...
NPJ digital medicine 5 (1), 77, 2022
392022
Developing an ETL tool for converting the PCORnet CDM into the OMOP CDM to facilitate the COVID-19 data integration
Y Yu, N Zong, A Wen, S Liu, DJ Stone, D Knaack, AM Chamberlain, ...
Journal of Biomedical Informatics 127, 104002, 2022
312022
Drug–target prediction utilizing heterogeneous bio-linked network embeddings
N Zong, RSN Wong, Y Yu, A Wen, M Huang, N Li
Briefings in bioinformatics 22 (1), 568-580, 2021
302021
Aligning ontologies with subsumption and equivalence relations in Linked Data
N Zong, S Nam, JH Eom, J Ahn, H Joe, HG Kim
Knowledge-Based Systems 76, 30-41, 2015
302015
Structuralizing biomedical abstracts with discriminative linguistic features
S Nam, SK Kim, HG Kim, V Ngo, N Zong
Computers in biology and medicine 79, 276-285, 2016
272016
FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model
G Xiao, E Pfaff, E Prud'hommeaux, D Booth, DK Sharma, N Huo, Y Yu, ...
Journal of biomedical informatics 134, 104201, 2022
242022
Dynamic generation of concepts hierarchies for knowledge discovering in bio-medical linked data sets
N Zong, DH Im, S Yang, H Namgoon, HG Kim
Proceedings of the 6th International Conference on Ubiquitous Information …, 2012
212012
Recommended practices and ethical considerations for natural language processing‐assisted observational research: a scoping review
S Fu, L Wang, S Moon, N Zong, H He, V Pejaver, R Relevo, A Walden, ...
Clinical and translational science 16 (3), 398-411, 2023
202023
Patient portal messaging for asynchronous virtual care during the COVID-19 pandemic: retrospective analysis
M Huang, A Khurana, G Mastorakos, A Wen, H He, L Wang, S Liu, ...
JMIR Human Factors 9 (2), e35187, 2022
192022
Detecting Reddit users with depression using a hybrid neural network SBERT-CNN
Z Chen, R Yang, S Fu, N Zong, H Liu, M Huang
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
182023
BETA: a comprehensive benchmark for computational drug–target prediction
N Zong, N Li, A Wen, V Ngo, Y Yu, M Huang, S Chowdhury, C Jiang, S Fu, ...
Briefings in bioinformatics 23 (4), bbac199, 2022
182022
Modeling cancer clinical trials using HL7 FHIR to support downstream applications: a case study with colorectal cancer data
N Zong, DJ Stone, DK Sharma, A Wen, C Wang, Y Yu, M Huang, S Liu, ...
International journal of medical informatics 145, 104308, 2021
182021
Leveraging genetic reports and electronic health records for the prediction of primary cancers: algorithm development and validation study
N Zong, V Ngo, DJ Stone, A Wen, Y Zhao, Y Yu, S Liu, M Huang, C Wang, ...
JMIR Medical Informatics 9 (5), e23586, 2021
172021
Tripartite network-based repurposing method using deep learning to compute similarities for drug-target prediction
N Zong, RSN Wong, V Ngo
Computational Methods for Drug Repurposing, 317-328, 2019
152019
G-diff: a grouping algorithm for RDF change detection on MapReduce
J Ahn, DH Im, JH Eom, N Zong, HG Kim
Semantic Technology: 4th Joint International Conference, JIST 2014, Chiang …, 2015
142015
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