Text Mining Medical

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Modern Clinical Text Mining: A Guide and Review

https://www.annualreviews.org/doi/10.1146/annurev-biodatasci-030421-030931

End-to-end clinical text mining systems like MedLEE (now Health Fidelity; 10 ), MetaMap ( 30 ), MetaMap Lite ( 31 ), and cTAKES ( 11) all have this functionality. The CLAMP …

Biomedical text mining - Wikipedia

https://en.wikipedia.org/wiki/Biomedical_text_mining

Clinical text mining using the Amazon Comprehend …

https://aws.amazon.com/blogs/machine-learning/clinical-text-mining-using-the-amazon-comprehend-medical-new-snomed-ct-api/

This is a process where a specialist looks up matching codes from a medical ontology, often containing tens to hundreds of thousands of concepts. To solve these …

Text mining in healthcare. Applications and opportunities

https://pubmed.ncbi.nlm.nih.gov/19267032/

Healthcare information systems collect massive amounts of textual and numeric information about patients, visits, prescriptions, physician notes and more. The information …

Text mining in healthcare. Applications and …

https://www.researchgate.net/publication/24182770_Text_mining_in_healthcare_Applications_and_opportunities

Text mining has been recognised in health science as a suitable method to extract information from …

Medical Text Analytic Techniques And Its …

https://towardsdatascience.com/medical-text-analytic-techniques-and-its-applications-c7419c7c1f6

These data were generated from multiple sources such as EHR (Electronic Health Records), clinical research, patient’s internet of thing (IoT), outpatient’s …

Text mining approach to predict hospital admissions …

https://pubmed.ncbi.nlm.nih.gov/28241931/

In the prediction module, eight text mining methods are tested: Decision Tree, Random Forest, Extremely Randomized Tree, AdaBoost, Logistic Regression, Multinomial Naïve …

Text mining with sentiment analysis on seafarers’ …

https://www.sciencedirect.com/science/article/pii/S2667096820300057

The applications of text mining (TM) have continuously evolved in modern times. In the healthcare industry, there are several studies on artificial intelligence (AI) …

Mining and Classifying Medical Documents

https://towardsdatascience.com/mining-and-classifying-medical-text-documents-1876462f73bc

In the medical world, a lot of (digital) text documents from several specialities are generated, be it patient health records, letters, or documentation of clinical …

What is Text Mining? | IBM

https://www.ibm.com/topics/text-mining

Text mining, also known as text data mining, is the process of transforming unstructured text into a structured format to identify meaningful patterns and new insights. By applying …

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