Effective Information Extraction Framework for Heterogeneous Clinical Reports Using Online Machine Learning and Controlled Vocabularies.

scientific article published on 9 May 2017

Effective Information Extraction Framework for Heterogeneous Clinical Reports Using Online Machine Learning and Controlled Vocabularies. is …
instance of (P31):
scholarly articleQ13442814

External links are
P356DOI10.2196/MEDINFORM.7235
P932PMC publication ID5442348
P698PubMed publication ID28487265

P50authorSalim HayekQ56457214
Nima GhasemzadehQ87291410
Shuai ZhengQ87669760
James J LuQ87669770
Fusheng WangQ87669780
Arshed A QuyyumiQ88025136
P2860cites workcaTIES: a grid based system for coding and retrieval of surgical pathology reports and tissue specimens in support of translational researchQ28744509
Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap programQ29614363
Applying active learning to high-throughput phenotyping algorithms for electronic health records dataQ30655146
Extracting principal diagnosis, co-morbidity and smoking status for asthma research: evaluation of a natural language processing systemQ33252003
Aggregate risk score based on markers of inflammation, cell stress, and coagulation is an independent predictor of adverse cardiovascular outcomesQ33791968
Assisted annotation of medical free text using RapTAT.Q34101907
MedEx: a medication information extraction system for clinical narratives.Q34371568
Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applicationsQ34371773
A novel hybrid approach to automated negation detection in clinical radiology reportsQ36463120
Applying active learning to supervised word sense disambiguation in MEDLINEQ37129485
A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries.Q38334214
Automated encoding of clinical documents based on natural language processingQ39988647
P433issue2
P921main subjectmachine learningQ2539
information extractionQ1662562
online machine learningQ7094097
P304page(s)e12
P577publication date2017-05-09
P1433published inJMIR medical informaticsQ27726043
P1476titleEffective Information Extraction Framework for Heterogeneous Clinical Reports Using Online Machine Learning and Controlled Vocabularies
P478volume5

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cites work (P2860)
Q90299907Adapting State-of-the-Art Deep Language Models to Clinical Information Extraction Systems: Potentials, Challenges, and Solutions
Q47553016Automated Information Extraction on Treatment and Prognosis for Non-Small Cell Lung Cancer Radiotherapy Patients: Clinical Study.
Q47625314Improved Identification of Venous Thromboembolism From Electronic Medical Records Using a Novel Information Extraction Software Platform
Q55433766Validation of a Natural Language Processing Algorithm for Detecting Infectious Disease Symptoms in Primary Care Electronic Medical Records in Singapore.

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