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Sijia Liu
Sijia Liu
Lead NLP Data Scientist, Humana
Verified email at humana.com - Homepage
Title
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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
7802018
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
4182018
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), 1-13, 2019
2092019
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
2062019
Clinical Concept Extraction: a Methodology Review
S Fu, D Chen, H He, S Liu, S Moon, KJ Peterson, F Shen, L Wang, ...
Journal of Biomedical Informatics, 103526, 2020
1442020
Artificial intelligence-guided screening for atrial fibrillation using electrocardiogram during sinus rhythm: a prospective non-randomised interventional trial
PA Noseworthy, ZI Attia, EM Behnken, RE Giblon, KA Bews, S Liu, ...
The Lancet 400 (10359), 1206-1212, 2022
962022
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation
A Wen, S Fu, S Moon, M El Wazir, A Rosenbaum, VC Kaggal, S Liu, ...
npj Digital Medicine 2 (1), 1-7, 2019
962019
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
532018
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
492018
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
442018
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
432017
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
382019
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
382017
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
362018
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
332018
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), 1-11, 2019
322019
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
292019
Time event ontology (TEO): to support semantic representation and reasoning of complex temporal relations of clinical events
F Li, J Du, Y He, HY Song, M Madkour, G Rao, Y Xiang, Y Luo, HW Chen, ...
Journal of the American Medical Informatics Association 27 (7), 1046-1056, 2020
282020
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
262018
Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing
L Wang, S Fu, A Wen, X Ruan, H He, S Liu, S Moon, M Mai, IB Riaz, ...
JCO Clinical Cancer Informatics 6, e2200006, 2022
252022
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