打盹 CT 鏈接 - Amazon Comprehend Medical

本文為英文版的機器翻譯版本,如內容有任何歧義或不一致之處,概以英文版為準。

打盹 CT 鏈接

使用 InferSnoMedCT 來檢測醫療實體,並將其與 2022-03 版本的醫學系統化命名法,臨床術語(SNOMED CT)中的概念鏈接起來。SNOMED CT 為您提供全面的醫學概念詞彙,包括醫療狀況和解剖學,醫學檢查,治療和程序。要了解有關 SNOMED CT 的更多信息,請訪問 SNOMED CT。

Amazon Comprehend 醫療針對每個偵測到的醫療實體列出了與醫學概念相關聯的前五名 SNOMED CT 概念 ID 和描述,以及可信度分數,以指出模型在預測中的可信度。SNOMED CT 概念 ID 會以信心的遞減順序列出,以及置信度分數。然後,SNOMED CT 概念 ID 可用於結構患者臨床資料以進行醫療編碼、報告或臨床分析,當您將它們與 SNOMED CT 多層次結構搭配使用時。

美國境內的客戶可以使用 InferSnoMedCT。有關其他國家/地區的 SNOMED CT 的信息,以及有關 SNOMED CT 許可的信息,請參見 SNO MED CT。

以下情況非常適合使用:

  • 協助患者記錄中的專業醫療編碼

  • 臨床研究和試驗

  • 人口健康管理

InferSnoMedCT 會偵測下列類別中的實體。還會偵測其他內容資訊,並將其連結為屬性或特徵。

  • MEDICAL_CONDITION:醫療條件的體徵,症狀和診斷。

  • ANATOMY:身體或身體系統的各個部分以及這些零件或系統的位置。

  • TEST_TREATMENT_PROCEDURE:用於確定醫療條件的程序。

解剖學類

ANATOMY類別會偵測對主體或本體系統零件的參考,以及這些零件或系統的位置。

Attributes

系統會偵測到ANATOMY類別的下列屬性:

  • DIRECTION:方向性術語。例如,左,右,內側,側向,上部,下部,後部,前部,遠端,近端,對側,雙側,同側,背或腹側。

  • SYSTEM_ORGAN_SITE:身體系統,解剖學位置或區域,以及身體部位。

醫療狀況類別

MEDICAL_CONDITION類別檢測體徵,症狀和醫療條件的診斷。

Type

對於「醫療狀況」類別,會偵測到下列類型:

  • DX_NAME:通過評估症狀確定的醫療狀況的識別。

Attributes

系統會偵測到MEDICAL_CONDITION類別的下列屬性:

  • ACUITY:疾病實例的測定, 如慢性, 急性, 突然, 持續, 或漸進.

  • QUALITY:醫療狀況的任何描述性術語,例如階段或等級。

  • DIRECTION:方向性術語。例如,左,右內側,側向,上部,下部,後部,前部,遠端,近端,對側,雙側,同側,背或腹側。

  • SYSTEM_ORGAN_SITE:身體系統,解剖學位置或區域,以及身體部位。

特征

系統會針對該MEDICAL_CONDITION類別偵測到下列特徵:

  • DIAGNOSIS:確定為症狀的原因或結果的醫療狀況。症狀可以通過身體發現,實驗室或放射報告或其他方式發現。

  • HYPOTHETICAL:表示醫療狀況被表示為假設。

  • LOW_CONFIDENCE:表示醫療狀況表示為具有高不確定性。這與提供的可信度分數沒有直接關係。

  • NEGATION:表明沒有醫療狀況的指示。

  • PERTAINS_TO_FAMILY:表明某種疾病與患者的家屬有關,而不是患者。

  • SIGN:由醫生報告的醫療狀況。

  • SYMPTON:由患者報告的醫療狀況。

測試,治療和程序類別

TEST_TREATMENT_PROCEDURE類別檢測用於確定醫療條件的程序。

Type

對於「測試 _ 處理 _ 程序」種類,會偵測到下列類型:

  • PROCEDURE_NAME:對患者進行治療疾病或提供患者護理的干預措施。

  • TEST_NAME:對患者進行診斷、測量、篩查或可能具有結果值的評級程序。這包括任何程序、程序、評估或評分,以判斷診斷、排除或找出病症,或者調整或評分病患。

  • TREATMENT_NAME:進行打擊疾病或障礙的干預措施. 這包括藥物,例如抗病毒藥物和疫苗接種。

Attributes

對於「測試 _ 處理 _ 程序」類別,會偵測到下列屬性:

  • TEST_NAME:執行診斷測試。

  • TEST_VALUE:診斷測試的數字結果。

  • TEST_UNIT:TEST_VALUE:結果相關聯的單位。

  • PROCEDURE_NAME:執行手術或醫療程序的名稱。

  • TREATMENT_NAME:給患者的治療名稱。

特征

  • FUTURE:測試,治療或程序指的是將在筆記主題之後發生的動作或事件。

  • HYPOTHETICAL:測試,治療或程序表示為假設的指示

  • NEGATION:結果或動作為負面或未執行的指示。

  • PAST_HISTORY:表明測試,治療或手術來自患者的過去(在當前遭遇之前)。

雪地 CT 細節

JSON 回應中包含的是暫停 CT 詳細資訊,其中包括下列資訊:

  • EDITION:僅支持美國版。

  • VERSIONDATE: 所使用的 SNOMED CT 版本的日期戳記。

  • LANGUAGE:支援英文 (US-EN) 語言分析。

輸入和響應示例

注意

如需特定 API 輸入和回應語法,請參閱亞馬遜醫療 API 參考資料中的說明

下列範例輸入文字顯示作InferSNOMEDCT業的運作方式。若要檢視所有輸入文字,請在「複製」按鈕上捲動。

"HEENT : Boggy inferior turbinates, No oropharyngeal lesion"

InferSNOMEDCT操作以 JSON 格式返回以下輸出。

{ "Entities": [ { "Category": "ANATOMY", "BeginOffset": 0, "EndOffset": 5, "Text": "HEENT", "Traits": [], "SNOMEDCTConcepts": [ { "Code": "69536005", "Score": Float, "Description": "Head structure (body structure)" }, { "Code": "429031000124106", "Score": Float, "Description": "Review of systems, head, ear, eyes, nose and throat (procedure)" }, { "Code": "385383008", "Score": Float, "Description": "Ear, nose and throat structure (body structure)" }, { "Code": "64237003", "Score": Float, "Description": "Structure of left half of head (body structure)" }, { "Code": "113028003", "Score": Float, "Description": "Ear, nose and throat examination (procedure)" } ], "Score": Float, "Attributes": [], "Type": "SYSTEM_ORGAN_SITE", "Id": 0 }, { "Category": "MEDICAL_CONDITION", "BeginOffset": 8, "EndOffset": 33, "Text": "Boggy inferior turbinates", "Traits": [ { "Score": Float, "Name": "SIGN" } ], "SNOMEDCTConcepts": [ { "Code": "254477009", "Score": Float, "Description": "Tumor of inferior turbinate (disorder)" }, { "Code": "260762006", "Score": Float, "Description": "Choroidal invasion status (attribute)" }, { "Code": "2455009", "Score": Float, "Description": "Revision of lumbosubarachnoid shunt (procedure)" }, { "Code": "19883003", "Score": Float, "Description": "Atrophy of nasal turbinates (disorder)" }, { "Code": "256723009", "Score": Float, "Description": "Inferior turbinate flap (substance)" } ], "Score": Float, "Attributes": [ { "Category": "ANATOMY", "RelationshipScore": Float, "EndOffset": 5, "Text": "HEENT", "Traits": [], "SNOMEDCTConcepts": [ { "Code": "69536005", "Score": Float, "Description": "Head structure (body structure)" }, { "Code": "429031000124106", "Score": Float, "Description": "Review of systems, head, ear, eyes, nose and throat (procedure)" }, { "Code": "385383008", "Score": Float, "Description": "Ear, nose and throat structure (body structure)" }, { "Code": "64237003", "Score": Float, "Description": "Structure of left half of head (body structure)" }, { "Code": "113028003", "Score": Float, "Description": "Ear, nose and throat examination (procedure)" } ], "Score": Float, "RelationshipType": "SYSTEM_ORGAN_SITE", "Type": "SYSTEM_ORGAN_SITE", "Id": 0, "BeginOffset": 0 } ], "Type": "DX_NAME", "Id": 1 }, { "Category": "ANATOMY", "BeginOffset": 23, "EndOffset": 33, "Text": "turbinates", "Traits": [], "SNOMEDCTConcepts": [ { "Code": "310607007", "Score": Float, "Description": "Sarcoidosis of inferior turbinates (disorder)" }, { "Code": "80153006", "Score": Float, "Description": "Segmented neutrophil (cell)" }, { "Code": "46607005", "Score": Float, "Description": "Nasal turbinate structure (body structure)" }, { "Code": "6553002", "Score": Float, "Description": "Inferior nasal turbinate structure (body structure)" }, { "Code": "254477009", "Score": Float, "Description": "Tumor of inferior turbinate (disorder)" } ], "Score": Float, "Attributes": [], "Type": "SYSTEM_ORGAN_SITE", "Id": 3 }, { "Category": "ANATOMY", "BeginOffset": 39, "EndOffset": 52, "Text": "oropharyngeal", "Traits": [], "SNOMEDCTConcepts": [ { "Code": "31389004", "Score": Float, "Description": "Oropharyngeal structure (body structure)" }, { "Code": "33431000119109", "Score": Float, "Description": "Lesion of oropharynx (disorder)" }, { "Code": "263376008", "Score": Float, "Description": "Entire oropharynx (body structure)" }, { "Code": "716151000", "Score": Float, "Description": "Structure of oropharynx and/or hypopharynx and/or larynx (body structure)" }, { "Code": "764786007", "Score": Float, "Description": "Oropharyngeal (intended site)" } ], "Score": Float, "Attributes": [], "Type": "SYSTEM_ORGAN_SITE", "Id": 5 }, { "Category": "MEDICAL_CONDITION", "BeginOffset": 39, "EndOffset": 59, "Text": "oropharyngeal lesion", "Traits": [ { "Score": Float, "Name": "SIGN" } ], "SNOMEDCTConcepts": [ { "Code": "31389004", "Score": Float, "Description": "Oropharyngeal structure (body structure)" }, { "Code": "33431000119109", "Score": Float, "Description": "Lesion of oropharynx (disorder)" }, { "Code": "764786007", "Score": Float, "Description": "Oropharyngeal (intended site)" }, { "Code": "418664002", "Score": Float, "Description": "Oropharyngeal route (qualifier value)" }, { "Code": "110162001", "Score": Float, "Description": "Abrasion of oropharynx (disorder)" } ], "Score": Float, "Attributes": [ { "Category": "ANATOMY", "RelationshipScore": Float, "EndOffset": 5, "Text": "HEENT", "Traits": [], "SNOMEDCTConcepts": [ { "Code": "69536005", "Score": Float, "Description": "Head structure (body structure)" }, { "Code": "429031000124106", "Score": Float, "Description": "Review of systems, head, ear, eyes, nose and throat (procedure)" }, { "Code": "385383008", "Score": Float, "Description": "Ear, nose and throat structure (body structure)" }, { "Code": "64237003", "Score": Float, "Description": "Structure of left half of head (body structure)" }, { "Code": "113028003", "Score": Float, "Description": "Ear, nose and throat examination (procedure)" } ], "Score": Float, "RelationshipType": "SYSTEM_ORGAN_SITE", "Type": "SYSTEM_ORGAN_SITE", "Id": 0, "BeginOffset": 0 } ], "Type": "DX_NAME", "Id": 4 } ], "SNOMEDCTDetails": { "Edition": "US", "VersionDate": "20200901", "Language": "en" }, "Characters": { "OriginalTextCharacters": 59 }, "ModelVersion": "2.6.0.20220301" }