2024
FedFSA: Hybrid and federated framework for functional status ascertainment across institutions
Fu S, Jia H, Vassilaki M, Keloth V, Dang Y, Zhou Y, Garg M, Petersen R, St Sauver J, Moon S, Wang L, Wen A, Li F, Xu H, Tao C, Fan J, Liu H, Sohn S. FedFSA: Hybrid and federated framework for functional status ascertainment across institutions. Journal Of Biomedical Informatics 2024, 152: 104623. PMID: 38458578, PMCID: PMC11005095, DOI: 10.1016/j.jbi.2024.104623.Peer-Reviewed Original ResearchNatural language processingElectronic health recordsStatus informationInformation extractionFunctional status informationRule-based information extractionFederated learning frameworkPrivate local dataNatural language processing frameworkHealthcare sitesPatient's functional statusMultiple healthcare institutionsFederated LearningPyTorch libraryConcept normalizationBERT modelLearning frameworkCollaborative development effortsCorpus annotationLanguage processingHealthcare institutionsFunctional statusPredictor of health outcomesActivities of daily livingNatural language processing performance
2018
A review of recent advances in the management of breast cancer related pain
Zocca J, Valimahomed A, Yu J, Gulati A. A review of recent advances in the management of breast cancer related pain. Breast Cancer Management 2018, 7: bmt08. DOI: 10.2217/bmt-2018-0003.Peer-Reviewed Original ResearchCancer related painEffects of breast cancerIncidence of breast cancerRelated painBreast cancerDelivery of carePain syndromeInterventional pain managementPatient's functional statusPain reliefQuality of lifeSymptom managementPhysical therapyImprove painPain managementFunctional statusFascial plane blocksDeath ratePainLong-term effectsPlane blockTargeted therapyBreastCancerRehabilitation
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