{"id":8759,"date":"2020-06-08T21:10:26","date_gmt":"2020-06-09T04:10:26","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=8759"},"modified":"2025-06-13T17:21:42","modified_gmt":"2025-06-14T00:21:42","slug":"implement-fhir-rest-server-with-couchbase","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/implement-fhir-rest-server-with-couchbase\/","title":{"rendered":"Implementar o servidor FHIR REST com o Couchbase"},"content":{"rendered":"

Esta \u00e9 uma continua\u00e7\u00e3o do meu post anterior que abordou o t\u00f3pico do modelo de dados FHIR com o Couchbase N1QL. Neste blog, discutirei o t\u00f3pico de como implementar o servidor da API REST do FHIR Search nos servi\u00e7os do Couchbase, incluindo exemplos reais de como os diferentes padr\u00f5es de pesquisa do FHIR funcionam com o Couchbase usando os dados sint\u00e9ticos do FHIR fornecidos pela Synthea.<\/span><\/p>\n

Consulte meu blog anterior para obter informa\u00e7\u00f5es b\u00e1sicas sobre Modelo de dados FHIR com o Couchbase N1QL<\/a>.\u00a0<\/span><\/p>\n

Por que isso \u00e9 de seu interesse?<\/span><\/h2>\n
    \n
  1. Sua organiza\u00e7\u00e3o est\u00e1 planejando desenvolver um sistema de prontu\u00e1rio eletr\u00f4nico de sa\u00fade (EHR) compat\u00edvel com FHIR e est\u00e1 pensando em aproveitar os muitos benef\u00edcios dos bancos de dados NoSQL, como distribu\u00eddo, alta disponibilidade, XDCR e escalabilidade multidimensional.<\/span><\/li>\n
  2. Voc\u00ea \u00e9 um arquiteto ou desenvolvedor e gostaria de entender como o banco de dados JSON do Couchbase pode reduzir muito a complexidade dos seus aplicativos, relegando o complexo FHIR Search [<\/span>https:\/\/www.hl7.org\/fhir\/searchparameter-registry.html<\/span><\/a>] processamento para a camada do servidor de banco de dados.<\/span><\/li>\n
  3. Voc\u00ea \u00e9 um analista de dados e gostaria de entender como pode aproveitar seu conhecimento de SQL para consultar dados FHIR diretamente com <\/span>Couchbase N1Q<\/span><\/a>L e <\/span>Pesquisa de texto completo.<\/span><\/a><\/li>\n
  4. Voc\u00ea est\u00e1 interessado em descobrir como o Couchbase N1QL, um SQL para JSON, pode fornecer uma maneira eficiente de consultar um modelo de dados JSON que \u00e9 hier\u00e1rquico e relacional por natureza, conforme definido por M\u00f3dulo administrativo HL7<\/a>.<\/span><\/li>\n<\/ol>\n

    Aplicativo FHIR com o Couchbase<\/span><\/h2>\n

    \"\"<\/p>\n

    O diagrama acima mostra os processos envolvidos em um aplicativo FHIR t\u00edpico. O servidor FHIR Rest \u00e9 fundamental para esse aplicativo e precisa oferecer suporte \u00e0s especifica\u00e7\u00f5es de pesquisa, conforme especificado pelo FHIR <\/span>https:\/\/www.hl7.org\/fhir\/search.html<\/span><\/a>. O servidor REST gerencia todas as intera\u00e7\u00f5es entre os aplicativos clientes e traduz as solicita\u00e7\u00f5es de pesquisa FHIR em instru\u00e7\u00f5es N1QL e envia as solicita\u00e7\u00f5es para o Couchbase Query Service.<\/span><\/p>\n

    Como configurar o servidor FHIR com o Couchbase<\/span><\/h2>\n

    Voc\u00ea pode configurar o servidor de API FHIR do Couchbase e o banco de dados NoSQL do Couchbase em um \u00fanico servidor ou at\u00e9 mesmo em seu laptop. O processo de configura\u00e7\u00e3o requer:<\/span><\/p>\n

      \n
    1. Instala\u00e7\u00e3o do Couchbase Server 6.5.<\/li>\n
    2. Carregue os dados do Synthea no servidor Couchbase.<\/li>\n
    3. Implante o c\u00f3digo do dotnet FHIR Server.<\/li>\n<\/ol>\n

      Siga as instru\u00e7\u00f5es <\/span>https:\/\/github.com\/AV25242\/dotnet-fhir-server-couchbase.git<\/span><\/a><\/p>\n

      Conjunto de dados de amostra FHIR<\/span><\/h2>\n

      Antes de come\u00e7ar a usar a pesquisa FHIR para fazer consultas, vamos nos familiarizar com o conjunto de dados de amostra FHIR.<\/span><\/p>\n

        \n
      1. O conjunto de dados Synthea consiste em 1.000 registros sint\u00e9ticos de pacientes.\u00a0<\/span><\/li>\n
      2. O registro do paciente est\u00e1 em um formato de pacote de recursos FHIR, o que significa que um registro de paciente inclui todos os objetos FHIR relacionados ao paciente.<\/span><\/li>\n<\/ol>\n
        \"Practitioner\"\r\n\"ImagingStudy\"\r\n\"MedicationRequest\"\r\n\"Condition\"\r\n\"Device\"\r\n\"DiagnosticReport\"\r\n\"CarePlan\"\r\n\"Encounter\"\r\n\"CareTeam\"\r\n\"Claim\"\r\n\"Procedure\"\r\n\"Immunization\"\r\n\"Observation\"\r\n\"MedicationAdministration\"\r\n\"Organization\"\r\n\"Goal\"\r\n\"ExplanationOfBenefit\"\r\n\"AllergyIntolerance\"<\/pre>\n
        Para fins desta demonstra\u00e7\u00e3o, o conjunto de recursos do paciente foi normalizado em documentos de tipos de recursos individuais, para que possamos consultar o objeto FHIR direta ou indiretamente por meio do ID de refer\u00eancia do objeto.<\/p>\n
        \"FHIR
        O modelo FHIR \u00e9 mostrado com rela\u00e7\u00f5es para transmitir que<\/p><\/div>\n
        Pesquisas FHIR<\/span><\/h2>\n
        Voc\u00ea pode testar o servidor da API REST usando qualquer cliente REST de sua prefer\u00eancia. Para simplificar, uso o CURL em meu terminal.<\/span><\/p>\n
        1. Pesquisar qualquer recurso FHIR<\/span><\/h4>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient<\/pre>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Practitioner<\/pre>\n
        2. Pesquisar recursos por id<\/span><\/h4>\n
        Todos os recursos FHIR t\u00eam um identificador de id e podem ser pesquisados diretamente.<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient\/8850c4aa-cb77-4659-8373-980882405846<\/pre>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient?id=8850c4aa-cb77-4659-8373-980882405846<\/pre>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Organization?id=d32bd7bd-4211-34d8-a08b-b1b2b810d41b<\/pre>\n
        3. Pesquisar recursos por qualquer campo de n\u00edvel superior<\/span><\/h4>\n
        Pesquise todos os pedidos de indeniza\u00e7\u00e3o de seguro fornecidos pelo \"BAYSIDE MEDICAL CENTER\"<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Claim?provider.display=BAYSTATE MEDICAL CENTER<\/pre>\n
        4. Recurso de pesquisa por nome - N1QL ARRAY Search<\/span><\/h4>\n
        O recurso FHIR tem uma estrutura abrangente para capturar o nome do recurso.<\/span><\/p>\n
        \"name\": [\r\n        {\r\n            \"family\": \"Wizard\",\r\n            \"given\": [\r\n                     \"Buffy\"\r\n            ],\r\n            \"prefix\": [1 item],\r\n            \"use\": \"official\"\r\n        },\r\n        {\r\n            \"family\": \"Schneider\",\r\n            \"given\": [\r\n                     \"Tootsie\"\r\n            ],\r\n            \"prefix\": [1 item],\r\n            \"use\": \"maiden\"\r\n        }\r\n]\r\n<\/pre>\n
        A pesquisa FHIR por nome deve levar em conta todos os diferentes nomes que o paciente pode usar.<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient\/?name=Buffy<\/pre>\n
        5. Pesquisar pacientes por identificador m\u00e9dico - N1QL ARRAY Search<\/span><\/h4>\n
        A FHIR tamb\u00e9m oferece suporte a identificadores para o recurso. No exemplo abaixo, um paciente pode ser identificado com seu SSN e OID (para sistemas n\u00e3o FHIR).\u00a0<\/span><\/p>\n
        \"patient\": {\r\n           \"address\": [1 item],\r\n           \"birthDate\": \"1946-11-29\",\r\n           \"communication\": [1 item],\r\n           \"deceasedDateTime\": \"1983-03-25T09:56:18-08:00\",\r\n           \"extension\": [7 items],\r\n           \"gender\": \"female\",\r\n           \"id\": \"b495844d-22d0-4045-a00d-99f6799df265\",\r\n           \"identifier\": [\r\n                   {2 items},\r\n                   {3 items},\r\n                   {\r\n                       \"system\": \"https:\/\/hl7.org\/fhir\/sid\/us-ssn\",\r\n                       \"type\": {2 items},\r\n                       \"value\": \"999-46-2135\"\r\n                   },\r\n                   {\r\n                       \"system\": \"urn:oid:2.16.840.1.113883.4.3.25\",\r\n                       \"type\": {2 items},\r\n                       \"value\": \"S99963447\"\r\n                   },\r\n                   {3 items}\r\n            ],\r\n            \"maritalStatus\": {2 items},\r\n            \"multipleBirthBoolean\": false,\r\n            \"name\": [1 item],\r\n            \"resourceType\": \"Patient\",\r\n            \"telecom\": [1 item],\r\n            \"text\": {2 items}\r\n}\r\n<\/pre>\n
        Pesquisar o paciente pelo identificador do SSN<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient?identifier=https:\/\/hl7.org\/fhir\/sid\/us-ssn|999-46-2135\r\n<\/pre>\n
        6. Recurso de pesquisa por sistema\/c\u00f3digo m\u00e9dico - N1QL ARRAY Search<\/span><\/h4>\n
        O FHIR usa o c\u00f3digo m\u00e9dico para identificar o procedimento, a observa\u00e7\u00e3o ou o relat\u00f3rio de diagn\u00f3stico.<\/span><\/p>\n
        \"diagnosticreport\": {\r\n    \"category\": [1 item],\r\n    \"code\": {\r\n        \"coding\": [\r\n            {\r\n                \"code\": \"57698-3\",\r\n                \"display\": \"Lipid Panel\",\r\n                \"system\": \"https:\/\/loinc.org\"\r\n            }\r\n        ],\r\n        \"text\": \"Lipid Panel\"\r\n    },\r\n    \"effectiveDateTime\": \"2016-08-17T14:24:27-07:00\",\r\n    \"encounter\": {1 item},\r\n    \"id\": \"38f2e919-894c-4277-ba00-372c18c9cced\",\r\n    \"issued\": \"2016-08-17T14:24:27.878-07:00\",\r\n    \"resourceType\": \"DiagnosticReport\",\r\n    \"result\": [4 items],\r\n    \"status\": \"final\",\r\n    \"subject\": {1 item}\r\n}\r\n<\/pre>\n
        Pesquisar o DiagnosticReport por seu sistema e c\u00f3digo<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/DiagnisticReport?code=https:\/\/loinc.org|57698-3<\/pre>\n
        7. Recurso de pesquisa por telefone\/e-mail - N1QL ARRAY Search<\/span><\/h4>\n
        O registro FHIR encapsula todos os canais de comunica\u00e7\u00e3o com o recurso no campo \"telecom\".<\/span><\/p>\n
        \"telecom\": [\r\n    {\r\n        \"system\": \"email\",\r\n        \"use\": \"work\",\r\n        \"value\": \"Quinton758.Hammes673@example.com\"\r\n    },\r\n    {  \r\n         \"system\": \"phone\",\r\n         \"use\": \"home\",\r\n         \"value\": \"555-270-6484\"\r\n    }\r\n]\r\n<\/pre>\n
        A pesquisa FHIR sobre telecomunica\u00e7\u00f5es deve levar em conta todos os diferentes tipos de telecomunica\u00e7\u00f5es que o recurso pode usar.<\/span><\/p>\n
        Pesquisar pacientes por telefone<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient\/?phone=555-270-6484\r\n<\/pre>\n
        Pesquisar profissionais por e-mail<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Practioner\/?email=Quinton758.Hammes673@example.com<\/pre>\n
        Pesquisar hospitais por telefone<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Organization\/?phone=978-524-7933<\/pre>\n
        8. Recurso de pesquisa usando o intervalo de datas - N1QL Range Scan<\/span><\/h4>\n
        Os objetos FHIR podem incluir um intervalo de data e hora para indicar o per\u00edodo em que um evento ocorreu.<\/span><\/p>\n
        \"performedPeriod\": {\r\n    \"end\": \"2011-07-06T23:03:22-07:00\",\r\n    \"start\": \"2011-07-06T22:48:22-07:00\"\r\n},\r\n<\/pre>\n
        Procedimentos de busca que ocorreram entre duas datas<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Procedure?performedPeriod.start=ge2011-07-07&performedPeriod.end=le2011-07-08\r\n<\/pre>\n
        9. Recurso de pesquisa com pesquisa de _texto - Couchbase FTS<\/span><\/h4>\n
        A especifica\u00e7\u00e3o de pesquisa FHIR tamb\u00e9m inclui um recurso de pesquisa de texto. Uma solicita\u00e7\u00e3o de pesquisa usando o campo '_text' instruir\u00e1 o servidor a realizar uma pesquisa de texto em todo o campo de texto.<\/span><\/p>\n
        \"condition\": {\r\n    \"abatementDateTime\": \"2019-06-01T20:53:48-07:00\",\r\n    \"clinicalStatus\": {1 item},\r\n    \"code\": {\r\n        \"coding\": [1 item],\r\n        \"text\": \"Fracture of ankle\"\r\n    },\r\n    \"encounter\": {1 item},\r\n    \"id\": \"f2e4b232-513c-4222-9568-6fbe096bb6ba\",\r\n    \"onsetDateTime\": \"2019-04-02T20:53:48-07:00\",\r\n    \"recordedDate\": \"2019-04-02T20:53:48-07:00\",\r\n    \"resourceType\": \"Condition\",\r\n    \"subject\": {1 item},\r\n    \"verificationStatus\": {1 item}\r\n}\r\n<\/pre>\n
        Condi\u00e7\u00f5es de pesquisa com o termo 'Fracture' na descri\u00e7\u00e3o do texto.<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Condition?_text=Fracture\r\n<\/pre>\n
        Pesquisar observa\u00e7\u00f5es com o termo \"Cholesterol\" na descri\u00e7\u00e3o do texto.<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Observation?_text=Cholesterol<\/pre>\n
        10. Pesquisar pacientes por seus objetos relacionados - N1QL JOIN<\/span><\/h4>\n
        O modelo de dados FHIR \u00e9 de natureza relacional. Os objetos associados a um paciente cont\u00eam o ID do paciente no campo de assunto.  Um paciente tem v\u00e1rios CarePlans, e o plano tem um campo de assunto com o ID do paciente para indicar que o plano de tratamento pertence ao paciente.<\/span><\/p>\n
        \"careplan\": {\r\n    \"activity\": [2 items],\r\n    \"addresses\": [1 item],\r\n    \"careTeam\": [1 item],\r\n    \"category\": [1 item],\r\n    \"encounter\": {1 item},\r\n    \"id\": \"49b2239e-da9c-447a-9e7c-f5721339cf2f\",\r\n    \"intent\": \"order\",\r\n    \"period\": {\r\n        \"start\": \"2015-03-22T21:38:17-07:00\"\r\n    },\r\n    \"resourceType\": \"CarePlan\",\r\n    \"status\": \"active\",\r\n    \"subject\": {\r\n        \"reference\": \"urn:uuid:9aa55fa8-0422-4ca4-bc22-099aea53a590\"\r\n    },\r\n    \"text\": {2 items}\r\n}\r\n<\/pre>\n
        Usando o campo subject.reference, o servidor FHIR REST pode implementar um banco de dados JOIN entre o paciente e os objetos relacionados, para permitir uma pesquisa do registro do paciente que possui um plano espec\u00edfico com um valor de id do plano<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient?CarePlan.id=49b2239e-da9c-447a-9e7c-f5721339cf2f\r\n<\/pre>\n
        Pesquisar todos os pacientes que tinham um c\u00f3digo de observa\u00e7\u00e3o espec\u00edfico<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient?Observation.code=https:\/\/loinc.org|29463-7<\/pre>\n
        Pesquisar todos os pacientes que tiveram uma condi\u00e7\u00e3o m\u00e9dica espec\u00edfica<\/span><\/p>\n
        >curl -X GET https:\/\/<fhir-server-ip>\/Fhir\/api\/Patient?Condition.code.text=Hypertension<\/pre>\n
        Por que o Couchbase \u00e9 uma plataforma melhor para criar seu servidor FHIR<\/h2>\n
        Um r\u00e1pido Google sobre o FHIR Server retorna 300 mil resultados, e a p\u00e1gina de implementa\u00e7\u00e3o do HL7 FHIR lista mais de uma d\u00fazia de projetos de c\u00f3digo aberto. Implementa\u00e7\u00f5es prontas do servidor FHIR tamb\u00e9m est\u00e3o dispon\u00edveis em muitos fornecedores<\/a>. Essas implementa\u00e7\u00f5es dependem de tecnologias de banco de dados diferentes dos RDBMS tradicionais, bem como de muitos dos bancos de dados NoSQL atuais no mercado.<\/p>\n
        O dotnot-fhir-server-couchbase<\/em><\/a> fornece v\u00e1rios exemplos de como voc\u00ea pode criar as especifica\u00e7\u00f5es de pesquisa FHIR usando a plataforma Couchbase. O c\u00f3digo traduz as APIs e os par\u00e2metros de pesquisa da API FHIR em instru\u00e7\u00f5es N1QL do Couchbase e, em seguida, os envia ao servi\u00e7o Couchbase Query, onde todo o processamento \u00e9 feito. Essa abordagem pode reduzir a complexidade do servidor REST ou do aplicativo cliente REST. Alguns pontos importantes a serem observados:<\/p>\n
          \n
        1. Os dados JSON da FHIR s\u00e3o armazenados no estado em que se encontram no Couchbase Data Service. N\u00e3o h\u00e1 necessidade de pr\u00e9\/p\u00f3s-processamento quando voc\u00ea precisa POST\/GET o documento FHIR de\/para o servidor.<\/li>\n
        2. A linguagem de consulta N1QL do Couchbase tem um rico conjunto de opera\u00e7\u00f5es que suportam o processamento dos dados hier\u00e1rquicos do formato JSON do FHIR. Permitindo acesso cont\u00ednuo a uma matriz aninhada de dados, como os usados para descrever as condi\u00e7\u00f5es, as observa\u00e7\u00f5es, os tratamentos e os relat\u00f3rios de diagn\u00f3stico do paciente.<\/li>\n
        3. Os requisitos da FHIR para pesquisa de texto podem ser atendidos diretamente no Couchbase Full Text Search com Pesquisa N1QL()<\/a> n\u00e3o h\u00e1 necessidade de mapear suas pesquisas para Lucene, ElasticSearch ou Solr.<\/li>\n
        4. As especifica\u00e7\u00f5es de pesquisa encadeada do FHIR podem exigir que uma implementa\u00e7\u00e3o do servidor FHIR envie v\u00e1rias pesquisas para o banco de dados a fim de processar a solicita\u00e7\u00e3o. No entanto, com o N1QL, uma consulta de jun\u00e7\u00e3o ANSI pode resultar em um c\u00f3digo muito mais simples para atender ao requisito.<\/li>\n<\/ol>\n
          Resumo<\/span><\/h2>\n
          Os servidores FHIR Rest est\u00e3o sendo implementados em todos os tipos de plataformas.  Os protocolos de pesquisa s\u00e3o relativamente simples, concentrando-se no suporte \u00e0 recupera\u00e7\u00e3o de pacientes e outros objetos relacionados ao FHIR por seus atributos espec\u00edficos. As APIs de pesquisa isolam o cliente REST do processamento complexo de hierarquia e matriz, que s\u00e3o fundamentais para o formato de dados JSON.  No entanto, a especifica\u00e7\u00e3o, em sua forma atual, \u00e9 a seguinte<\/span><\/p>\n
            \n
          1. N\u00e3o define uma maneira clara de permitir a consulta de pacientes (ou outros objetos FHIR) por suas informa\u00e7\u00f5es relacionadas, al\u00e9m de um recurso simples de pai e filho.\u00a0<\/span><\/li>\n
          2. N\u00e3o h\u00e1 suporte para agrega\u00e7\u00e3o, o que limita os recursos de an\u00e1lise.<\/span><\/li>\n<\/ol>\n
            Devido a essas limita\u00e7\u00f5es, os aplicativos clientes REST podem se tornar mais complexos, pois precisam incorporar a l\u00f3gica de percorrer o modelo de dados FHIR.\u00a0 O exemplo de c\u00f3digo da API do servidor REST neste artigo do blog procura ilustrar tr\u00eas pontos principais<\/span><\/p>\n
              \n
            1. A simplicidade da implementa\u00e7\u00e3o da pesquisa em elementos de matriz usando a constru\u00e7\u00e3o de matriz N1QL do Couchbase.<\/span><\/li>\n
            2. A capacidade de fazer push para o servi\u00e7o Couchbase Query, para realizar a pesquisa nos objetos do paciente usando objetos relacionados. De fato, aproveitando os suportes N1QL ANSI JOIN.<\/span><\/li>\n
            3. A capacidade de integrar perfeitamente os recursos de pesquisa de texto completo com o Couchbase N1QL, sem a necessidade de usar plataformas FTS dedicadas, como o ElasticSearch ou o Solr, conforme sugerido na especifica\u00e7\u00e3o do FHIR Search.<\/span><\/li>\n<\/ol>\n
              Tamb\u00e9m gostaria de agradecer a Arun Vijayraghavan, nosso principal gerente de produtos para todos os SDKs do Couchbase, que desenvolveu o dotnet-fhir-server-couchbase<\/a> e o feedback dos clientes que ajudaram a revisar nossa implementa\u00e7\u00e3o de pesquisa FHIR. Entre em contato conosco se tiver alguma d\u00favida, feedback ou se tiver algum problema ao configurar o ambiente.<\/p>\n
              Recursos<\/h3>\n
                \n
              1. Recurso r\u00e1pido de interoperabilidade na \u00e1rea de sa\u00fade:\u00a0https:\/\/www.hl7.org\/fhir\/index.html<\/a><\/li>\n
              2. SyntheticMass: \"Jason Walonoski, Mark Kramer, Joseph Nichols, Andre Quina, Chris Moesel, Dylan Hall, Carlton Duffett, Kudakwashe Dube, Thomas Gallagher, Scott McLachlan, Synthea: Uma abordagem, um m\u00e9todo e um mecanismo de software para gerar pacientes sint\u00e9ticos e o registro eletr\u00f4nico de sa\u00fade sint\u00e9tico,\u00a0Jornal da Associa\u00e7\u00e3o Americana de Inform\u00e1tica M\u00e9dica<\/em>, Volume 25, Edi\u00e7\u00e3o 3, mar\u00e7o de 2018, P\u00e1ginas 230-238,\u00a0https:\/\/doi.org\/10.1093\/jamia\/ocx079<\/a>\"<\/li>\n
              3. Tutorial N1QL:\u00a0https:\/\/query-tutorial.couchbase.com\/tutorial\/#1<\/a><\/li>\n
              4. Par\u00e2metros de pesquisa FHIR:\u00a0https:\/\/www.hl7.org\/fhir\/searchparameter-registry.html<\/a><\/li>\n<\/ol>","protected":false},"excerpt":{"rendered":"
                This is a follow up to my previous post that covered the topic of FHIR Data Model with Couchbase N1QL. In this blog, I will discuss the topic of how to implement the FHIR Search REST API Server over the […]<\/p>","protected":false},"author":26326,"featured_media":13873,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814,1815,1821,1819,2165,1812],"tags":[4959],"ppma_author":[8919],"class_list":["post-8759","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-best-practices-and-tutorials","category-couchbase-architecture","category-data-modeling","category-full-text-search","category-n1ql-query","tag-fhir"],"acf":[],"yoast_head":"\nImplement FHIR REST server with Couchbase - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"This post discusses the benefits of Couchbase N1QL for the implementation of FHIR Server. 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