Sijia Liu
TitleCited byYear
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
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
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
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
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
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
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
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
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
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
Recommending education materials for diabetic questions using information retrieval approaches
Y Zeng, X Liu, Y Wang, F Shen, S Liu, MR Mojarad, L Wang, H Liu
Journal of medical Internet research 19 (10), e342, 2017
An Ensemble Model of Clinical Information Extraction and Information Retrieval for Clinical Decision Support.
Y Wang, M Rastegar-Mojarad, RK Elayavilli, S Liu, H Liu
TREC, 2016
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
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
Constructing Node Embeddings for Human Phenotype Ontology to Assist Phenotypic Similarity Measurement
F Shen, S Liu, Y Wang, L Wang, A Wen, AH Limper, H Liu
2018 IEEE International Conference on Healthcare Informatics Workshop (ICHI …, 2018
On mapping textual queries to a common data model
S Liu, Y Wang, N Hong, F Shen, S Wu, W Hersh, H Liu
2017 IEEE International Conference on Healthcare Informatics (ICHI), 21-25, 2017
Correlating Lab Test Results in Clinical Notes with Structured Lab Data: A Case Study in HbA1c and Glucose
S Liu, L Wang, D Ihrke, V Chaudhary, C Tao, C Weng, H Liu
AMIA Summits on Translational Science Proceedings 2017, 221, 2017
An Infinite Mixture Model for Coreference Resolution in Clinical Notes
S Liu, H Liu, V Chaudhary, D Li
AMIA Summits on Translational Science Proceedings 2016, 428–437, 2016
Detecting pharmacovigilance signals combining electronic medical records with spontaneous reports: a case study of conventional disease-modifying antirheumatic drugs for …
L Wang, M Rastegar-Mojarad, Z Ji, S Liu, K Liu, S Moon, F Shen, Y Wang, ...
Frontiers in Pharmacology 9, 2018
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
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