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Modern Clinical Text Mining: A Guide and Review
- https://pubmed.ncbi.nlm.nih.gov/34465177/
- Electronic health records (EHRs) are becoming a vital source of data for healthcare quality improvement, research, and operations. However, much of the most …
Modern Clinical Text Mining: A Guide and Review
- https://www.annualreviews.org/doi/10.1146/annurev-biodatasci-030421-030931
- Text classification is perhaps the most sought-after application of clinical text mining. A recent survey found that of 212 clinical text mining papers employing deep learning …
Approaches to text mining for clinical medical records
- https://dl.acm.org/doi/10.1145/1141277.1141330
- Means to extract structured information from free-text records is an important research endeavor. In this paper, we describe a MEDical Information Extraction (MedIE) …
Approaches to text mining for clinical …
- https://www.researchgate.net/publication/28674298_Approaches_to_text_mining_for_clinical_medical_records
- MedIE is a part of medical text mining project being conducted in Drexel University. Three …
Approaches to text mining for clinical medical records
- https://www.semanticscholar.org/paper/Approaches-to-text-mining-for-clinical-medical-Zhou-Han/2285da81f32179e421688cd13392c00dc3a6404b
- A MEDical Information Extraction system that extracts and mines a variety of patient information with breast complaints from free-text clinical records and a simple …
Approaches to Text Mining for Clinical Medical …
- https://www.researchgate.net/profile/Hyoil-Han/publication/28674298_Approaches_to_text_mining_for_clinical_medical_records/links/53e2b51f0cf2b9d0d832a978/Approaches-to-text-mining-for-clinical-medical-records.pdf
- approach was adopted to extract medical terms of interest. Finally, an NLP-based feature extraction method coupled with an ID3-based decision tree was used to perform text …
Approaches to text mining for analyzing treatment plan …
- https://journals.lww.com/md-journal/Fulltext/2020/07170/Approaches_to_text_mining_for_analyzing_treatment.36.aspx
- Text mining flow to discover relationships based on medical records. First, with the doctor's assistance, we identified and extracted useful words from the medical …
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 …
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 …
Approaches to Text Mining for Clinical Medical Records
- https://www.powershow.com/view/10fdbc-ODQ1M/Approaches_to_Text_Mining_for_Clinical_Medical_Records_powerpoint_ppt_presentation
- Approaches to Text Mining for Clinical Medical Records. Dr. Hyoil Han and Xiaohua Zhou ; College of Information Science Technology Drexel University; 2 Agenda. Problem …
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