Search results for "Analysing trajectories"

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A data mining approach for grouping and analyzing trajectories of care using claim data: the example of breast cancer

2013

International audience; BACKGROUND: With the increasing burden of chronic diseases, analyzing and understanding trajectories of care is essential for efficient planning and fair allocation of resources. We propose an approach based on mining claim data to support the exploration of trajectories of care. METHODS: A clustering of trajectories of care for breast cancer was performed with Formal Concept Analysis. We exported Data from the French national casemix system, covering all inpatient admissions in the country. Patients admitted for breast cancer surgery in 2009 were selected and their trajectory of care was recomposed with all hospitalizations occuring within one year after surgery. Th…

MaleDatabases FactualInsurance Claim Review02 engineering and technologyCarecomputer.software_genreHealth informatics0302 clinical medicine0202 electrical engineering electronic engineering information engineeringFormal concept analysisMedicine[ SHS.ECO ] Humanities and Social Sciences/Economies and finances030212 general & internal medicineHospital Costs[ SDV.BIBS ] Life Sciences [q-bio]/Quantitative Methods [q-bio.QM][SHS.ECO] Humanities and Social Sciences/Economics and FinanceComputingMilieux_MISCELLANEOUS[INFO.INFO-BI] Computer Science [cs]/Bioinformatics [q-bio.QM]Cancer[SDV.BIBS] Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]Health PolicyFormal concept analysisMiddle Aged[SHS.ECO]Humanities and Social Sciences/Economics and Finance[SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]Hospitals3. Good healthComputer Science ApplicationsClaim dataFemaleData miningFranceTrajectory of careResearch ArticleHealth InformaticsBreast Neoplasms03 medical and health sciencesInsurance Claim ReviewBreast cancerbreast cancer020204 information systems[ INFO.INFO-BI ] Computer Science [cs]/Bioinformatics [q-bio.QM]HumansData miningAgedbusiness.industryCancerAnalysing trajectoriesmedicine.diseaseData science[INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]businesscomputer
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