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ROADMAP.omn
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8975 lines (6573 loc) · 414 KB
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Prefix: dc: <http://purl.org/dc/elements/1.1/>
Prefix: owl: <http://www.w3.org/2002/07/owl#>
Prefix: rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
Prefix: rdfs: <http://www.w3.org/2000/01/rdf-schema#>
Prefix: skos: <http://www.w3.org/2004/02/skos/core#>
Prefix: xml: <http://www.w3.org/XML/1998/namespace>
Prefix: xsd: <http://www.w3.org/2001/XMLSchema#>
Ontology: <urn:webprotege:ontology:8c46d389-52ef-468b-a58c-f168e57d95e6>
Annotations:
<http://www.geneontology.org/formats/oboInOwl#hasOBOFormatVersion> "1.2"
AnnotationProperty: <http://www.geneontology.org/formats/oboInOwl#created_by>
AnnotationProperty: <http://www.geneontology.org/formats/oboInOwl#creation_date>
AnnotationProperty: <http://www.geneontology.org/formats/oboInOwl#hasOBOFormatVersion>
Annotations:
rdfs:label "has_obo_format_version"
AnnotationProperty: <https://rsna.org/roadmap/ROADMAP_00155>
Annotations:
rdfs:label "regex"@en
AnnotationProperty: <https://rsna.org/roadmap/ROADMAP_03626>
Annotations:
rdfs:comment "For example, for RadLex IDs, the pattern \"https://radlex.org/RID/$\" would use value \"RID123\" to generate the URL \"https://radlex.org/RID/RID123\"."@en,
rdfs:label "pattern"@en,
skos:definition "Defines the use of a value in a URL."@en,
<https://rsna.org/roadmap/ROADMAP_00155> "RID[0-9]+"^^xsd:string
AnnotationProperty: <https://rsna.org/roadmap/ROADMAP_03651>
Annotations:
rdfs:label "lowerBound"@en
Domain:
<https://rsna.org/roadmap/ROADMAP_03302>
Range:
<http://www.w3.org/2001/XMLSchema#decimal>
AnnotationProperty: <https://rsna.org/roadmap/ROADMAP_03652>
Annotations:
rdfs:label "upperBound"@en
Domain:
<https://rsna.org/roadmap/ROADMAP_03302>
Range:
<http://www.w3.org/2001/XMLSchema#decimal>
AnnotationProperty: dc:source
AnnotationProperty: rdfs:comment
AnnotationProperty: rdfs:isDefinedBy
AnnotationProperty: rdfs:label
AnnotationProperty: rdfs:seeAlso
AnnotationProperty: skos:altLabel
AnnotationProperty: skos:definition
Datatype: rdf:PlainLiteral
Datatype: xsd:anyURI
Datatype: xsd:boolean
Datatype: xsd:dateTime
Datatype: xsd:decimal
Datatype: xsd:float
Datatype: xsd:integer
Datatype: xsd:nonNegativeInteger
Datatype: xsd:string
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00114>
Annotations:
rdfs:label "has model"@en,
skos:altLabel "hasModel"@en,
skos:definition "The property that links a Project to its related Model(s)."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00010>
Range:
<https://rsna.org/roadmap/ROADMAP_00002>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00115>
Annotations:
rdfs:label "has dataset"@en,
skos:altLabel "hasDataset"@en,
skos:definition "The property that links a Project to its related Dataset(s)."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00010>
Range:
<https://rsna.org/roadmap/ROADMAP_00003>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00116>
Annotations:
rdfs:label "has descriptor"@en,
skos:altLabel "has descriptor"@en,
skos:definition "Links a model, dataset, or project to the resource descriptors."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00002>,
<https://rsna.org/roadmap/ROADMAP_00003>,
<https://rsna.org/roadmap/ROADMAP_00010>
Range:
<https://rsna.org/roadmap/ROADMAP_00004>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00130>
Annotations:
rdfs:label "has count"@en,
skos:altLabel "hasCount"@en,
skos:definition "Specifies the number of patients, images, etc. for a subset or partition."@en
Range:
<https://rsna.org/roadmap/ROADMAP_00055>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00157>
Annotations:
rdfs:label "has x-axis"@en,
skos:altLabel "x-axis"@en,
skos:definition "References the x-axis of a graphical metric."@en
SubPropertyOf:
<https://rsna.org/roadmap/ROADMAP_00159>
Domain:
<https://rsna.org/roadmap/ROADMAP_03641>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00158>
Annotations:
rdfs:label "has y-axis"@en,
skos:altLabel "y-axis"@en,
skos:definition "References the y-axis of a graphical metric."@en
SubPropertyOf:
<https://rsna.org/roadmap/ROADMAP_00159>
Domain:
<https://rsna.org/roadmap/ROADMAP_03641>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00159>
Annotations:
rdfs:label "has axis"@en,
skos:definition "Specifies an axis for graphical metrics."@en
SubPropertyOf:
owl:topObjectProperty
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00629>
Annotations:
rdfs:label "has use"@en,
skos:altLabel "hasUse"@en,
skos:definition "Specifies a model's types of intended, out-of-scope, and/or excluded uses."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00002>
Range:
<https://rsna.org/roadmap/ROADMAP_00011>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00630>
Annotations:
rdfs:label "has user"@en,
skos:altLabel "hasUser"@en,
skos:definition "Specifies a model's types of intended, out-of-scope, and/or excluded users."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00002>
Range:
<https://rsna.org/roadmap/ROADMAP_00036>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_00631>
Annotations:
rdfs:label "has value"@en,
skos:altLabel "hasValue"@en
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03300>
Annotations:
rdfs:comment "Originally, this relation pointed to entities from the PapersWithCode.com Methods hierarchy. That listing is no longer available."@en,
rdfs:label "has method"@en,
skos:altLabel "hasMethod"@en,
skos:definition "Specifies the methodology, such as model architecture."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00002>
Range:
<https://rsna.org/roadmap/ROADMAP_03598>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03301>
Annotations:
rdfs:comment "Originally, this relation pointed to entities from the PapersWithCode.com Task hierarchy. That listing is no longer available."@en,
rdfs:label "has task"@en,
skos:altLabel "hasTask"@en,
skos:definition "Specifies the task (e.g., image segmentation) to be performed by the model."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00003>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03350>
Annotations:
rdfs:label "has model property"@en,
skos:altLabel "hasModelProperty"@en,
skos:definition "Links a model to its properties."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00002>
Range:
<https://rsna.org/roadmap/ROADMAP_03355>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03382>
Annotations:
rdfs:label "has dataset property"@en,
skos:altLabel "hasDatasetProperty"@en,
skos:definition "Links a dataset to its properties."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00003>
Range:
<https://rsna.org/roadmap/ROADMAP_03381>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03628>
Annotations:
rdfs:label "is scalar metric for"@en,
skos:definition "Inverse of \"has scalar metric\" relation: links a scalar metric to associated graphical metric(s) and/or matrix metric(s)."@en
Characteristics:
Irreflexive,
Asymmetric
Domain:
<https://rsna.org/roadmap/ROADMAP_03302>
Range:
<https://rsna.org/roadmap/ROADMAP_03640>,
<https://rsna.org/roadmap/ROADMAP_03641>
InverseOf:
<https://rsna.org/roadmap/ROADMAP_03645>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03644>
Annotations:
rdfs:label "has performance"@en,
skos:altLabel "hasPerformance"@en,
skos:definition "This property links a model to one or more model performance metrics."@en
Domain:
<https://rsna.org/roadmap/ROADMAP_00002>
Range:
<https://rsna.org/roadmap/ROADMAP_03642>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03645>
Annotations:
rdfs:label "has scalar metric"@en,
skos:altLabel "hasScalarMetric"@en,
skos:definition "This property links a graphical metric (e.g., an ROC curve) or a matrix metric to a scalar metric (e.g., AUROC)."@en
SubPropertyOf:
owl:topObjectProperty
Characteristics:
Irreflexive,
Asymmetric
Domain:
<https://rsna.org/roadmap/ROADMAP_03640>,
<https://rsna.org/roadmap/ROADMAP_03641>
Range:
<https://rsna.org/roadmap/ROADMAP_03302>
InverseOf:
<https://rsna.org/roadmap/ROADMAP_03628>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03648>
Annotations:
rdfs:comment "Inverse relation \"is measured by\""@en,
rdfs:label "measures"@en,
skos:altLabel "metric for"@en,
skos:altLabel "metricFor"@en,
skos:definition "Expresses the relationship between a model performance metric and the performance criterion that it measures. For example, Dice coefficient measures image segmentation performance."@en
Characteristics:
Irreflexive,
Asymmetric
Domain:
<https://rsna.org/roadmap/ROADMAP_03642>
Range:
<https://rsna.org/roadmap/ROADMAP_04043>
InverseOf:
<https://rsna.org/roadmap/ROADMAP_03719>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03649>
Annotations:
rdfs:label "has lower bound"@en,
skos:altLabel "hasLowerBound"@en,
skos:definition "Specifies the lower bound estimate of a scalar metric, typically the minimum value of the 95% confidence internal"@en
Domain:
<https://rsna.org/roadmap/ROADMAP_03302>
Range:
owl:topDataProperty exactly 1 xsd:float
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03650>
Annotations:
rdfs:label "has upper bound"@en,
skos:altLabel "hasUpperBound"@en,
skos:definition "Specifies the upper bound estimate of a scalar metric, typically the maximum value of the 95% confidence internal"@en
Domain:
<https://rsna.org/roadmap/ROADMAP_03302>
Range:
owl:topDataProperty exactly 1 xsd:float
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03709>
Annotations:
rdfs:label "has metric"@en,
skos:altLabel "hasMetric"@en,
skos:definition "Defines a relationship between a Model and the Model performance metrics that describe its performance."@en
Characteristics:
Irreflexive,
Asymmetric
Domain:
<https://rsna.org/roadmap/ROADMAP_00002>
Range:
<https://rsna.org/roadmap/ROADMAP_03642>
ObjectProperty: <https://rsna.org/roadmap/ROADMAP_03719>
Annotations:
rdfs:label "is measured by"@en,
skos:altLabel "isMeasuredBy"@en,
skos:definition "Inverse of \"measures\" relation."@en
Characteristics:
Irreflexive,
Asymmetric
Domain:
<https://rsna.org/roadmap/ROADMAP_04043>
Range:
<https://rsna.org/roadmap/ROADMAP_03642>
InverseOf:
<https://rsna.org/roadmap/ROADMAP_03648>
ObjectProperty: owl:topObjectProperty
DataProperty: owl:topDataProperty
Class: <https://rsna.org/roadmap/ROADMAP_00001>
Annotations:
rdfs:label "ROADMAP entity"@en,
rdfs:label "ROADMAP 实体"@zh,
rdfs:label "entidad de ontología ROADMAP"@es,
skos:definition "The top-level class in the ROADMAP ontology."@en
SubClassOf:
owl:Thing
Class: <https://rsna.org/roadmap/ROADMAP_00002>
Annotations:
rdfs:label "model"@en,
rdfs:label "modelo"@es,
rdfs:label "模型"@zh,
skos:definition "An AI model, described by descriptors and model properties."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00001>,
<https://rsna.org/roadmap/ROADMAP_00116> some <https://rsna.org/roadmap/ROADMAP_00004>,
<https://rsna.org/roadmap/ROADMAP_00629> some <https://rsna.org/roadmap/ROADMAP_00011>,
<https://rsna.org/roadmap/ROADMAP_00630> some <https://rsna.org/roadmap/ROADMAP_00036>,
<https://rsna.org/roadmap/ROADMAP_00631> some <https://rsna.org/roadmap/ROADMAP_00074>,
<https://rsna.org/roadmap/ROADMAP_03300> some <https://rsna.org/roadmap/ROADMAP_03598>,
<https://rsna.org/roadmap/ROADMAP_03350> some <https://rsna.org/roadmap/ROADMAP_03355>,
<https://rsna.org/roadmap/ROADMAP_03644> some <https://rsna.org/roadmap/ROADMAP_03642>
Class: <https://rsna.org/roadmap/ROADMAP_00003>
Annotations:
rdfs:label "conjunto de datos"@es,
rdfs:label "dataset"@en,
rdfs:label "数据集"@zh,
skos:definition "A collection of data used to train and/or test an AI model."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00001>,
<https://rsna.org/roadmap/ROADMAP_00631> some <https://rsna.org/roadmap/ROADMAP_00074>,
<https://rsna.org/roadmap/ROADMAP_03382> some <https://rsna.org/roadmap/ROADMAP_03381>
Class: <https://rsna.org/roadmap/ROADMAP_00004>
Annotations:
rdfs:label "descriptor"@en,
rdfs:label "descriptor"@es,
rdfs:label "描述符"@zh,
skos:altLabel "detail"@en,
skos:altLabel "details"@en,
skos:altLabel "detalles"@es,
skos:altLabel "resource descriptor"@en,
skos:definition "A characteristic of a project, model, or dataset. Whenever possible, values should link to other ontologies or controlled vocabularies."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00001>
Class: <https://rsna.org/roadmap/ROADMAP_00005>
Annotations:
rdfs:label "conjunto de datos de entrenamiento"@es,
rdfs:label "training dataset"@en,
rdfs:label "训练数据集"@zh,
skos:altLabel "training data"@en,
skos:definition "The data on which an AI model is trained."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00003>
Class: <https://rsna.org/roadmap/ROADMAP_00006>
Annotations:
rdfs:label "conjunto de datos de optimización"@es,
rdfs:label "optimization dataset"@en,
rdfs:label "优化数据集"@zh,
skos:altLabel "optimization data"@en,
skos:altLabel "tuning data"@en,
skos:altLabel "tuning dataset"@en,
skos:altLabel "validation data"@en,
skos:altLabel "validation dataset"@en,
skos:definition "A dataset used to \"tune\" or optimize the performance of an AI model. Deep learning systems often use the term \"validation,\" but in medical applications, it can be confused with clinical validation. Hence, \"optimization\" is preferred."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00003>
Class: <https://rsna.org/roadmap/ROADMAP_00007>
Annotations:
rdfs:label "conjunto de datos de prueba"@es,
rdfs:label "testing dataset"@en,
rdfs:label "测试数据集"@zh,
skos:altLabel "testing data"@en,
skos:definition "Data on which a model's performance is assessed. Can be \"internal\" (a partition of the original dataset) or \"external\" (from another dataset or institution)."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00003>
Class: <https://rsna.org/roadmap/ROADMAP_00008>
Annotations:
rdfs:label "conjunto de datos de pruebas internas"@es,
rdfs:label "internal testing dataset"@en,
rdfs:label "内部测试数据集"@zh,
skos:altLabel "internal test data"@en,
skos:altLabel "internal test dataset"@en,
skos:altLabel "internal testing data"@en,
skos:definition "Data from the same institution and setting as the training and/or optimization datasets used to evaluate the model's performance. Often these data are a partition of the original (internal) dataset used to train and optimize a model."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00007>
Class: <https://rsna.org/roadmap/ROADMAP_00009>
Annotations:
rdfs:comment "The term \"external testing\" is preferred over \"external validation,\" as the term \"validation\" can be ambiguous."@en,
rdfs:label "conjunto de datos de pruebas externas"@es,
rdfs:label "external testing dataset"@en,
rdfs:label "外部测试数据集"@zh,
skos:altLabel "external testing data"@en,
skos:altLabel "external testing dataset"@en,
skos:altLabel "external validation data"@en,
skos:altLabel "external validation dataset"@en,
skos:definition "Data on which a model's performance is assessed; the data should be from another institution or setting."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00007>
Class: <https://rsna.org/roadmap/ROADMAP_00010>
Annotations:
rdfs:label "project"@en,
rdfs:label "proyecto"@es,
rdfs:label "项目"@zh,
skos:definition "A Project allows one to aggregate Models and Datasets; a Project can comprise a model and its data, a model only, or a dataset only. It is described by Descriptor entities (Author, Date, Comments, etc.)."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00001>,
<https://rsna.org/roadmap/ROADMAP_00114> some <https://rsna.org/roadmap/ROADMAP_00002>,
<https://rsna.org/roadmap/ROADMAP_00115> some <https://rsna.org/roadmap/ROADMAP_00003>,
<https://rsna.org/roadmap/ROADMAP_00116> some <https://rsna.org/roadmap/ROADMAP_00004>,
<https://rsna.org/roadmap/ROADMAP_00631> some <https://rsna.org/roadmap/ROADMAP_00074>
Class: <https://rsna.org/roadmap/ROADMAP_00011>
Annotations:
rdfs:label "model use"@en,
rdfs:label "uso del modelo"@es,
rdfs:label "模型用途"@zh,
skos:definition "The ways in which a model is used: can include intended uses, out-of-scope uses, and excluded uses."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_03355>,
<https://rsna.org/roadmap/ROADMAP_00631> some <https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00012>
Annotations:
rdfs:label "intended model use"@en,
rdfs:label "uso previsto del modelo"@es,
rdfs:label "预期模型用途"@zh,
skos:definition "An intended model use is the application of an AI model to tasks, data, or environments for which it has been designed."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00011>
Class: <https://rsna.org/roadmap/ROADMAP_00013>
Annotations:
rdfs:label "out-of-scope model use"@en,
rdfs:label "uso fuera del alcance del modelo"@es,
rdfs:label "超出范围的模型使用"@zh,
skos:definition "Out-of-scope model use refers to applying a machine learning model, AI system, or project deliverable to tasks, data, or environments outside its intended design, original requirements, or training distribution."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00011>
Class: <https://rsna.org/roadmap/ROADMAP_00014>
Annotations:
rdfs:label "excluded model use"@en,
rdfs:label "uso excluido del modelo"@es,
rdfs:label "排除的模型使用"@zh,
skos:definition "An excluded model use is the application of an AI model to tasks, data, or environments where it should not be used."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00011>
Class: <https://rsna.org/roadmap/ROADMAP_00015>
Annotations:
rdfs:label "tipo de uso"@es,
rdfs:label "use type"@en,
rdfs:label "使用类型"@zh,
skos:altLabel "task"@en,
skos:definition "The type of task to which the AI model is applied, such as image segmentation."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00001>
Class: <https://rsna.org/roadmap/ROADMAP_00016>
Annotations:
rdfs:label "evaluación de riesgos"@es,
rdfs:label "risk assessment"@en,
rdfs:label "风险评估"@zh,
skos:definition "Prediction of the likelihood of a specified condition or occurrence."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00017>
Annotations:
rdfs:label "procedure selection"@en,
rdfs:label "selección del procedimiento"@es,
rdfs:label "程序选择"@zh,
skos:definition "Selection of a procedure, notably an imaging procedure, that is most appropriate to answer a clinical question."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00018>
Annotations:
rdfs:label "exam protocol selection"@en,
rdfs:label "selección del protocolo de examen"@es,
rdfs:label "检查方案选择"@zh,
skos:altLabel "protocol selection"@en,
skos:altLabel "protocoling"@en,
skos:definition "Specification of the details of the examination, such as imaging sequences, type of contrast media, etc."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00019>
Annotations:
rdfs:label "triage"@en,
rdfs:label "triaje"@es,
rdfs:label "分诊"@zh,
skos:altLabel "CADt"@en,
skos:altLabel "Computer-aided triage"@en,
skos:altLabel "Computer-assisted triage"@en,
skos:altLabel "Computer-assisted triage and notification"@en,
skos:definition "Use of an AI system to determine the order in which examinations should be performed and/or interpreted."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00020>
Annotations:
rdfs:label "detección"@es,
rdfs:label "detection"@en,
rdfs:label "检测"@zh,
skos:altLabel "CADe"@en,
skos:altLabel "computer-aided detection"@en,
skos:altLabel "computer-assisted detection"@en,
skos:definition "Use of an AI system to detect one or more disorders or conditions."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_03638>
Class: <https://rsna.org/roadmap/ROADMAP_00021>
Annotations:
rdfs:label "diagnosis"@en,
rdfs:label "diagnóstico"@es,
rdfs:label "诊断"@zh,
skos:altLabel "CADx"@en,
skos:altLabel "computer-aided diagnosis"@en,
skos:altLabel "computer-assisted diagnosis"@en,
skos:altLabel "computer-assisted diagnostic"@en,
skos:definition "Identification of a single diagnosis or a list of possible diagnoses."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_03638>
Class: <https://rsna.org/roadmap/ROADMAP_00022>
Annotations:
rdfs:label "apoyo a la toma de decisiones"@es,
rdfs:label "decision support"@en,
rdfs:label "决策支持"@zh,
skos:definition "Use of an AI system to aid in medical decision making."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00023>
Annotations:
rdfs:label "prognosis"@en,
rdfs:label "pronóstico"@es,
rdfs:label "预后"@zh,
skos:definition "A prognosis is a medical prediction of the likely course and outcome of a disease, including recovery chances, symptom improvement, and survival."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00024>
Annotations:
rdfs:label "image processing"@en,
rdfs:label "procesamiento de imágenes"@es,
rdfs:label "图像处理"@zh,
skos:definition "Use of an AI model for image processing, such as image reconstruction, style transfer, or noise reduction."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00025>
Annotations:
rdfs:label "image reconstruction"@en,
rdfs:label "reconstrucción de imágenes"@es,
rdfs:label "图像重建"@zh,
skos:definition "image reconstruction refers to the construction of a target domain image from source domain signals, which could be divided into raw-to-image and postprocessing applications."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00024>
Class: <https://rsna.org/roadmap/ROADMAP_00026>
Annotations:
rdfs:label "image style transfer"@en,
rdfs:label "transferencia de estilo de imagen"@es,
rdfs:label "图像风格迁移"@zh,
skos:definition "Style transfer is a deep learning method to transfer the style of an image to another one. It is an image-generation technique that focuses on domain shift. The new image has the style of the first with the content of the second."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00024>
Class: <https://rsna.org/roadmap/ROADMAP_00027>
Annotations:
rdfs:label "noise reduction"@en,
rdfs:label "reducción de ruido"@es,
rdfs:label "降噪"@zh,
skos:definition "Reducing the amount of noise in an exam's images."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00024>
Class: <https://rsna.org/roadmap/ROADMAP_00028>
Annotations:
rdfs:label "artifact reduction"@en,
rdfs:label "reducción de artefactos"@es,
rdfs:label "伪影消除"@zh,
skos:definition "Improving image quality by reducing the effects of artifacts, such as respiratory motion."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00024>
Class: <https://rsna.org/roadmap/ROADMAP_00029>
Annotations:
rdfs:label "image segmentation"@en,
rdfs:label "segmentación de imágenes"@es,
rdfs:label "图像分割"@zh,
rdfs:seeAlso <https://en.wikipedia.org/wiki/Image_segmentation>,
skos:altLabel "segmentation"@en,
skos:definition "Image segmentation is the process of partitioning a digital image into multiple image segments."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00030>
Annotations:
rdfs:label "procesamiento de textos"@es,
rdfs:label "text processing"@en,
rdfs:label "文本处理"@zh,
skos:definition "Manipulation of textual information, including applications such as translation, summarization, and data extraction."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00015>
Class: <https://rsna.org/roadmap/ROADMAP_00031>
Annotations:
rdfs:label "resumen de textos"@es,
rdfs:label "text summarization"@en,
rdfs:label "文本摘要"@zh,
skos:definition "Processing to distill a large amount of textual data into a concise and relevant summary."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00030>
Class: <https://rsna.org/roadmap/ROADMAP_00032>
Annotations:
rdfs:label "generación de informes"@es,
rdfs:label "report generation"@en,
rdfs:label "报告生成"@zh,
skos:definition "Production of a text report from dictated text or other verbal information (e.g., \"ambient\" dictation)."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00030>
Class: <https://rsna.org/roadmap/ROADMAP_00033>
Annotations:
rdfs:label "generación de impresiones de informes"@es,
rdfs:label "report impression generation"@en,
rdfs:label "报告印象生成"@zh,
skos:definition "Generation of the Impression section of a report from the narrative (findings) text."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00030>
Class: <https://rsna.org/roadmap/ROADMAP_00034>
Annotations:
rdfs:label "extracción de datos de informes"@es,
rdfs:label "report data extraction"@en,
rdfs:label "报告数据提取"@zh,
skos:definition "Extraction of discrete data elements from a textual report."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00030>
Class: <https://rsna.org/roadmap/ROADMAP_00035>
Annotations:
rdfs:label "report translation"@en,
rdfs:label "traducción de informes"@es,
rdfs:label "报告翻译"@zh,
skos:definition "Translation of report text from one language into another, or from the original text into simplified (\"lay\") language."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00030>
Class: <https://rsna.org/roadmap/ROADMAP_00036>
Annotations:
rdfs:label "model user"@en,
rdfs:label "usuario del modelo"@es,
rdfs:label "模型用户"@zh,
skos:definition "The types of individuals who might use the model: can include intended, out-of-scope, and excluded users."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_03355>,
<https://rsna.org/roadmap/ROADMAP_00631> some <https://rsna.org/roadmap/ROADMAP_00040>
Class: <https://rsna.org/roadmap/ROADMAP_00037>
Annotations:
rdfs:label "intended model user"@en,
rdfs:label "usuario previsto del modelo"@es,
rdfs:label "预期模型用户"@zh,
skos:altLabel "intended user"@en,
skos:definition "A user for whom the AI model has been designed, such as healthcare professionals, caregivers, or patients."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00036>
Class: <https://rsna.org/roadmap/ROADMAP_00038>
Annotations:
rdfs:label "out-of-scope model user"@en,
rdfs:label "usuario fuera del alcance del modelo"@es,
rdfs:label "超出范围的模型用户"@zh,
skos:definition "An individual who uses the model, but for whom the model was not intended."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00036>
Class: <https://rsna.org/roadmap/ROADMAP_00039>
Annotations:
rdfs:label "excluded model user"@en,
rdfs:label "usuario excluido del modelo"@es,
rdfs:label "排除的模型用户"@zh,
skos:definition "An individual who should not use the AI model."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00036>
Class: <https://rsna.org/roadmap/ROADMAP_00040>
Annotations:
rdfs:label "tipo de usuario"@es,
rdfs:label "user type"@en,
rdfs:label "用户类型"@zh,
skos:definition "The type of human user(s) of the AI model, such as general medical practitioner."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_00001>
Class: <https://rsna.org/roadmap/ROADMAP_00041>
Annotations:
rdfs:label "paciente"@es,
rdfs:label "patient"@en,
rdfs:label "患者"@zh,
skos:definition "A patient receiving care."@en
SubClassOf:
<https://rsna.org/roadmap/ROADMAP_03359>
Class: <https://rsna.org/roadmap/ROADMAP_00042>
Annotations: