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Mining and exploring care pathways from electronic …

    https://www.sciencedirect.com/science/article/pii/S1532046415001306
    Fig. 1 provides a graphical overview of the flow of the Care Pathway Explorer system, from which we can see that there are four major modules: Event Database, Data …

Mining electronic health records: towards better research …

    https://www.nature.com/articles/nrg3208
    Mining of electronic health records (EHRs) has the potential for establishing new patient-stratification principles and for revealing unknown disease …

Mining and exploring care pathways from electronic …

    https://pubmed.ncbi.nlm.nih.gov/26146159/
    The patterns that were identified corresponded to clinical and published knowledge, some of it unknown to the physician at the time of discovery. Conclusion: Care Pathway …

On mining latent treatment patterns from …

    https://link.springer.com/article/10.1007/s10618-014-0381-y
    In particular, various types of patient information (e.g., symptoms, vital signs, lab test results, …

Mining Electronic Health Records (EHRs): A Survey

    https://dl.acm.org/doi/10.1145/3127881
    EHRs consist of patient information such as demographics, medications, laboratory test results, diagnosis codes, and procedures. Mining EHRs could lead to …

Mining Electronic Medical Records for Patient Care …

    https://www.researchgate.net/publication/224453258_Mining_Electronic_Medical_Records_for_Patient_Care_Patterns
    The care model consists of up to seven types of events: 1) Analysis visit (abbreviated AVisit); 2) Laboratory order; 3) Laboratory result; 4) Radiology order; 5) …

Data Mining In Healthcare - USF Health Online

    https://www.usfhealthonline.com/resources/healthcare-analytics/data-mining-in-healthcare/
    Data Mining in Healthcare Examples. Data mining has been used in many industries to improve customer experience and satisfaction, and increase …

Mining Electronic Health Records to Extract Patient …

    https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5977629/
    Mining Electronic Health Records to Extract Patient-Centered Outcomes Following Prostate Cancer Treatment Tina Hernandez-Boussard, PhD, Panagiotis D. …

Data Mining Medical Records with Machine Learning – 5 …

    https://emerj.com/ai-sector-overviews/data-mining-medical-records-with-machine-learning-5-current-applications/
    KenSci’s platform integrates with clinical systems such as electronic medical records (EMRs) so recommendations can be readily implemented by …

Identifying collaborative care teams through electronic …

    https://pubmed.ncbi.nlm.nih.gov/27570217/
    We applied the framework to the EMR utilization records of over 10 000 employees and 17 000 inpatients at a large academic medical center during a 4-month …



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