Search results for "Trajectory of care"

showing 2 items of 2 documents

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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Identification of patterns og change on mongitudinal data, illustrated by two exemples : study of hospital pathways in the management of cancer. Cons…

2014

Context In healthcare domain, data mining for knowledge discovery represent a growing issue. Questions about the organisation of healthcare system and the study of the relation between treatment and quality of life (QoL) perceived could be addressed that way. The evolution of technologies provides us with efficient data mining tools and statistical packages containing advanced methods available for non-experts. We illustrate this approach through two issues: 1 / What organisation of healthcare system for cancer diseases management? 2 / Exploring in patients suffering from metastatic cancer, the relationship between health-related QoL perceived and treatment received as part of a clinical tr…

Quality of lifeQualité de viesTrajectoire de soins[SDV.MHEP] Life Sciences [q-bio]/Human health and pathologyMultiple imputationImputation de donnéesFouille de donnéesClassificationCancersData miningTrajectory of careClusteringCancer
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