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医学实体识别

更新时间:2020-08-21 10:47:39

智能医疗医学实体识别

智能医疗医学实体识别

调试

您可以在OpenAPI Explorer中直接运行该接口,免去您计算签名的困扰。运行成功后,OpenAPI Explorer可以自动生成SDK代码示例。

请求参数

名称 类型 是否必选 示例值 描述
Action String GetNerChMedical 系统规定参数。取值:GetNerChMedical。
ServiceCode String alinlp 固定值,只支持alinlp
Text String 在当地医院行胸部CT检查,回报为“左肺下叶高密度阴影有一空洞” 待识别文本,文本长度小于256

返回数据

名称 类型 示例值 描述
Data String FA53D08F-37D1-4D81-BEE7-41F24E825F60 唯一请求id,排查问题的依据
RequestId String {“result”:{“ner”:[{“attr_probability”:[],”attributes”:[],”begin_char”:6,”children”:[],”end_char”:7,”id”:0,”parent”:[1],”probability”:[0.5993586778640747],”text”:”胸部”,”type”:[“Anatomy”]},{“attr_probability”:[0.8909370303153992],”attributes”:[“PAST”],”begin_char”:6,”children”:[0],”end_char”:11,”id”:1,”parent”:[],”probability”:[0.6000467538833618],”text”:”胸部CT检查”,”type”:[“Test-name”]},{“attr_probability”:[0.9525512456893921],”attributes”:[“PAST”],”begin_char”:17,”children”:[3,4],”end_char”:20,”id”:2,”parent”:[],”probability”:[0.847745418548584],”text”:”左肺下叶”,”type”:[“Anatomy”]},{“attr_probability”:[],”attributes”:[],”begin_char”:17,”children”:[],”end_char”:17,”id”:3,”parent”:[2],”probability”:[0.7],”text”:”左”,”type”:[“Location”]},{“attr_probability”:[],”attributes”:[],”begin_char”:19,”children”:[],”end_char”:19,”id”:4,”parent”:[2],”probability”:[0.7],”text”:”下”,”type”:[“Location”]}],”text”:”在当地医院行胸部CT检查,回报为“左肺下叶高密度阴影有一空洞””},”success”:true } ‘result’中包含一个dictionary,有如下key(二级字段):ner:类似为list,list中每一个元素是一个识别出的实体text:类型为str,输入文本list中包含一个dictionary,有如下key(三级字段):attr_probability:类型为list(double),各属性对应的概率,顺序与attributes一致attributes:类型为list(string),识别出的属性,顺序与attr_probability一致begin_char:类型为int,实体开始位置(闭区间children:类型为list(int),children实体id (child实体嵌套在该实体中)end_char:类型为int,实体结束位置(闭区间)id:类型为int,实体序号parent:类型为list(int),parent实体id (该实体嵌套在parent实体中)probability:类型为list(double),各实体对应概率,顺序与type一致text:类型为str,实体文本type:类型为list(str),识别出的实体,顺序与probability一致

示例

请求示例

  1. http(s)://[Endpoint]/?Action=GetNerChMedical
  2. &ServiceCode=alinlp
  3. &Text=待识别文本
  4. &<公共请求参数>

正常返回示例

XML 格式

  1. <RequestId>{"result":{"ner":[{"attr_probability":[],"attributes":[],"begin_char":6,"children":[],"end_char":7,"id":0,"parent":[1],"probability":[0.5993586778640747],"text":"胸部","type":["Anatomy"]},{"attr_probability":[0.8909370303153992],"attributes":["PAST"],"begin_char":6,"children":[0],"end_char":11,"id":1,"parent":[],"probability":[0.6000467538833618],"text":"胸部CT检查","type":["Test-name"]},{"attr_probability":[0.9525512456893921],"attributes":["PAST"],"begin_char":17,"children":[3,4],"end_char":20,"id":2,"parent":[],"probability":[0.847745418548584],"text":"左肺下叶","type":["Anatomy"]},{"attr_probability":[],"attributes":[],"begin_char":17,"children":[],"end_char":17,"id":3,"parent":[2],"probability":[0.7],"text":"左","type":["Location"]},{"attr_probability":[],"attributes":[],"begin_char":19,"children":[],"end_char":19,"id":4,"parent":[2],"probability":[0.7],"text":"下","type":["Location"]}],"text":"在当地医院行胸部CT检查,回报为“左肺下叶高密度阴影有一空洞”"},"success":true }</RequestId>
  2. <Data>FA53D08F-37D1-4D81-BEE7-41F24E825F60</Data>

JSON 格式

  1. {"RequestId":"{\"result\":{\"ner\":[{\"attr_probability\":[],\"attributes\":[],\"begin_char\":6,\"children\":[],\"end_char\":7,\"id\":0,\"parent\":[1],\"probability\":[0.5993586778640747],\"text\":\"胸部\",\"type\":[\"Anatomy\"]},{\"attr_probability\":[0.8909370303153992],\"attributes\":[\"PAST\"],\"begin_char\":6,\"children\":[0],\"end_char\":11,\"id\":1,\"parent\":[],\"probability\":[0.6000467538833618],\"text\":\"胸部CT检查\",\"type\":[\"Test-name\"]},{\"attr_probability\":[0.9525512456893921],\"attributes\":[\"PAST\"],\"begin_char\":17,\"children\":[3,4],\"end_char\":20,\"id\":2,\"parent\":[],\"probability\":[0.847745418548584],\"text\":\"左肺下叶\",\"type\":[\"Anatomy\"]},{\"attr_probability\":[],\"attributes\":[],\"begin_char\":17,\"children\":[],\"end_char\":17,\"id\":3,\"parent\":[2],\"probability\":[0.7],\"text\":\"左\",\"type\":[\"Location\"]},{\"attr_probability\":[],\"attributes\":[],\"begin_char\":19,\"children\":[],\"end_char\":19,\"id\":4,\"parent\":[2],\"probability\":[0.7],\"text\":\"下\",\"type\":[\"Location\"]}],\"text\":\"在当地医院行胸部CT检查,回报为“左肺下叶高密度阴影有一空洞”\"},\"success\":true }","Data":"FA53D08F-37D1-4D81-BEE7-41F24E825F60"}

错误码

HttpCode 错误码 错误信息 描述
400 UserStatusInvalid The user status is invalid. 用户状态无效
403 Forbidden.NoAuth Failed to perform user authentication. 用户鉴权失败
411 FrameworkApiError Framework API error. 框架api错误
410 FrameworkError Framework internal server error. 框架错误
412 FrameworkFormatError Framework request format error. 框架请求格式错误
413 FrameworkReturnError Framework return type format error. 框架返回格式错误
406 TextCodingError An encoding error occurred to the input text. 输入文本编码错误
405 TextLimitExceeded The maximum length of the text is exceeded. 文本长度超过限制
429 Throttling.User Flow control has been triggered. 触发流控
500 InternalError A service error occurred. 服务内部异常
401 InvalidParameter The parameter is invalid. 参数无效

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