Automated framework for multi-domain social media text analysis for business strategy employing multilayer perceptron with Word2Vec features and LIME XAI. [PDF]
PLoS OneTurki A.
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Evidence-based evaluation and optimization paths of public health emergency response plans in China: a text analysis and empirical study based on 31 provinces. [PDF]
Front Public HealthFan L, Wang S.
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Parenting difficulties and support needs among parents having new children during the COVID-19 pandemic: A quantitative text analysis. [PDF]
Glob Health MedNomura S, Kisugi N, Endo K.
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Large language models as information providers for appropriate antimicrobial use: computational text analysis and expert-rated comparison of ChatGPT, Claude and Gemini. [PDF]
BMJ Health Care InformDi Pumpo M +8 more
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Evaluating online doctor-patient communication quality and its effects: Text analysis approach. [PDF]
Digit HealthLi P, Hu Y.
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General conditions for medical text analysis are discussed. By means of formal description the errors which occur during manual codification with the over-cross method are analysed by distribution in different classes of diagnoses. It is pointed out that the largest error arises through incorrect correlation of the diagnoses in the summary of findings ...
K, Kayser +2 more
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Latent Dirichlet Allocation (LDA) is an extremely popular probabilistic topic model used for a diverse class of appications. While highly effective, one important limitation of LDA is the high memory footprint of its inferencing algorithm, making it difficult to scale to a large dataset.
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A Probabilistic Method for Text Analysis
2009 Ninth International Conference on Intelligent Systems Design and Applications, 2009Textual materials are source of extremely valuable information, for which there must be a reflection on the techniques of analysis to be used to avoid subjective interpretations especially in the content. The Textual Analysis (TA), which makes use of statistical techniques, ensures the systematic exploration of the structure of the text (size ...
CLARIZIA, FABIO +2 more
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In the context of hospital information systems (HIS) medical free text analysis is reviewed with respect to current automated approaches to literature retrieval, case retrieval and fact retrieval from textual data in the patient record. The Unified Medical Language System (UMLS) project has enormously stimulated current research.
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