Sijia Liu
Title
Cited by
Cited by
Year
Clinical information extraction applications: a literature review
Y Wang, L Wang, M Rastegar-Mojarad, S Moon, F Shen, N Afzal, S Liu, ...
Journal of biomedical informatics 77, 34-49, 2018
2522018
A comparison of word embeddings for the biomedical natural language processing
Y Wang, S Liu, N Afzal, M Rastegar-Mojarad, L Wang, F Shen, ...
Journal of biomedical informatics 87, 12-20, 2018
1332018
Deep learning and alternative learning strategies for retrospective real-world clinical data
D Chen, S Liu, P Kingsbury, S Sohn, CB Storlie, EB Habermann, ...
npj Digital Medicine 2 (1), 43, 2019
342019
A clinical text classification paradigm using weak supervision and deep representation
Y Wang, S Sohn, S Liu, F Shen, L Wang, EJ Atkinson, S Amin, H Liu
BMC medical informatics and decision making 19 (1), 1, 2019
322019
Dependency and AMR Embeddings for Drug-Drug Interaction Extraction from Biomedical Literature
Y Wang, S Liu, M Rastegar-Mojarad, L Wang, F Shen, F Liu, H Liu
Proceedings of the 8th ACM International Conference on Bioinformatics …, 2017
302017
Leveraging collaborative filtering to accelerate rare disease diagnosis
F Shen, S Liu, Y Wang, L Wang, N Afzal, H Liu
AMIA Annual Symposium Proceedings 2017, 1554, 2017
192017
Modeling asynchronous event sequences with RNNs
S Wu, S Liu, S Sohn, S Moon, C Wi, Y Juhn, H Liu
Journal of biomedical informatics 83, 167-177, 2018
162018
Integrating Structured and Unstructured EHR Data Using an FHIR-based Type System: A Case Study with Medication Data
N Hong, A Wen, F Shen, S Sohn, S Liu, H Liu, G Jiang
AMIA Summits on Translational Science Proceedings 2018, 74, 2018
152018
Systematic identification of latent disease-gene associations from PubMed articles
Y Zhang, F Shen, MR Mojarad, D Li, S Liu, C Tao, Y Yu, H Liu
PloS one 13 (1), e0191568, 2018
142018
Extracting chemical–protein relations using attention-based neural networks
S Liu, F Shen, R Komandur Elayavilli, Y Wang, M Rastegar-Mojarad, ...
Database 2018, bay102, 2018
132018
Rare disease knowledge enrichment through a data-driven approach
F Shen, Y Zhao, L Wang, MR Mojarad, Y Wang, S Liu, H Liu
BMC medical informatics and decision making 19 (1), 32, 2019
122019
Attention-based Neural Networks for Chemical Protein Relation Extraction
S Liu, F Shen, Y Wang, M Rastegar-Mojarad, RK Elayavilli, V Chaudhary, ...
BioCreative VI Workshop Proceedings, 2017
122017
HPO2Vec+: leveraging heterogeneous knowledge resources to enrich node embeddings for the human phenotype ontology
F Shen, S Peng, Y Fan, A Wen, S Liu, Y Wang, L Wang, H Liu
Journal of biomedical informatics 96, 103246, 2019
112019
Utilization of electronic medical records and biomedical literature to support the diagnosis of rare diseases using data fusion and collaborative filtering approaches
F Shen, S Liu, Y Wang, A Wen, L Wang, H Liu
JMIR medical informatics 6 (4), e11301, 2018
112018
Intrainstitutional EHR Collections for Patient-Level Information Retrieval
S Wu, S Liu, Y Wang, T Timmons, H Uppili, S Bedrick, W Hersh, H Liu
Journal of the Association for Information Science and Technology, 2017
112017
MayoNLP at SemEval 2017 Task 10: Word Embedding Distance Pattern for Keyphrase Classification in Scientific Publications
S Liu, F Shen, V Chaudhary, H Liu
Proceedings of SemEval 2017, 956–960, 2017
112017
Systematic Analysis of Free-Text Family History in Electronic Health Record
Y Wang, L Wang, M Rastegar-Mojarad, S Liu, F Shen, H Liu
AMIA Joint Summits on Clinical Research Informatics 11, 12, 2017
112017
Overview of the BioCreative/OHNLP Challenge 2018 Task 2: Clinical Semantic Textual Similarity
Y Wang, N Afzal, S Liu, M Rastegar-Mojarad, L Wang, F Shen, S Fu, H Liu
Proceedings of the BioCreative/OHNLP Challenge 2018, 2018
102018
Automated extraction of sudden cardiac death risk factors in hypertrophic cardiomyopathy patients by natural language processing
S Moon, S Liu, CG Scott, S Samudrala, MM Abidian, JB Geske, ...
International journal of medical informatics 128, 32-38, 2019
92019
A Topic-modeling Based Framework for Drug-drug Interaction Classification from Biomedical Text
D Li*, S Liu*, M Rastegar-Mojarad, Y Wang, V Chaudhary, T Therneau, ...
AMIA Annual Symposium Proceedings 2016, 789–798, 2016
92016
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