2016
Chapter 4 Core Technologies: Machine Learning and Natural Language Processing
Nadkarni P. Chapter 4 Core Technologies: Machine Learning and Natural Language Processing. 2016, 85-114. DOI: 10.1016/b978-0-12-803130-8.00004-x.Peer-Reviewed Original ResearchNatural language processingMachine learningLanguage processingInformation retrieval methodsMachine learning techniquesUnsupervised learning methodMachine-learning conceptsInformation retrievalSequential dataLearning methodsFundamental techniqueLearningTraditional statisticsProcessingBayesRetrievalBasicsTechniqueMethodVocabularyTextChallenges
2011
Interoperability and Integration Considerations for a Process-Oriented Clinical Decision Support System
Shah H, Krishnan G, Williams P, Vogler A, Allard R, Nadkarni P. Interoperability and Integration Considerations for a Process-Oriented Clinical Decision Support System. 2011, 1: 437-442. DOI: 10.1109/services.2011.14.Peer-Reviewed Original ResearchClinical decision support systemDecision support systemElectronic medical record systemSupport systemWeb services technologyTwo-way data exchangeSet of interfacesService technologyData exchangeOpen sourceMedical record systemRecord systemChallenges of integrationIntegration considerationsIntegrationInteroperabilitySystemInitiative projectChallengesFunctionalityServicesTechnologySetInterfaceProject