CN115699206A - 用于个体化风险评分分析的方法和系统 - Google Patents

用于个体化风险评分分析的方法和系统 Download PDF

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Publication number
CN115699206A
CN115699206A CN202180038256.XA CN202180038256A CN115699206A CN 115699206 A CN115699206 A CN 115699206A CN 202180038256 A CN202180038256 A CN 202180038256A CN 115699206 A CN115699206 A CN 115699206A
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Prior art keywords
risk score
risk
features
patient
missing
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CN202180038256.XA
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English (en)
Chinese (zh)
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C·Y·赵
K·塔格瓦勒克斯
S·拉万德拉纳特
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Koninklijke Philips NV
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Koninklijke Philips NV
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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • Data Mining & Analysis (AREA)
  • Primary Health Care (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
CN202180038256.XA 2020-05-27 2021-05-26 用于个体化风险评分分析的方法和系统 Pending CN115699206A (zh)

Applications Claiming Priority (3)

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US202063030442P 2020-05-27 2020-05-27
US63/030,442 2020-05-27
PCT/EP2021/064111 WO2021239843A1 (en) 2020-05-27 2021-05-26 Methods and systems for individualized risk score analysis

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CN115699206A true CN115699206A (zh) 2023-02-03

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US (2) US20230207083A1 (enExample)
EP (1) EP4158657A1 (enExample)
JP (1) JP2023527001A (enExample)
CN (1) CN115699206A (enExample)
WO (1) WO2021239843A1 (enExample)

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US20230274834A1 (en) * 2020-07-22 2023-08-31 Spora Health, Inc. Model-based evaluation of assessment questions, assessment answers, and patient data to detect conditions
US12112852B2 (en) * 2020-11-11 2024-10-08 Optellum Limited CAD device and method for analysing medical images
JP2023100058A (ja) * 2022-01-05 2023-07-18 日本光電工業株式会社 容態情報生成装置
WO2023194075A1 (en) * 2022-04-06 2023-10-12 Koninklijke Philips N.V. Methods and systems for identifying and removing clinical concerns from clinical risk prediction models
WO2024035630A1 (en) * 2022-08-08 2024-02-15 New York Society For The Relief Of The Ruptured And Crippled, Maintaining The Hospital For Special Surgery Method and system to determine need for hospital admission after elective surgical procedures
US20240257157A1 (en) * 2023-01-31 2024-08-01 Royal Bank Of Canada Systems and methods for evaluating anti-money laundering reports
US20240331817A1 (en) * 2023-03-28 2024-10-03 Welch Allyn, Inc. Systems and methods for monitoring patients and environments
US20250173366A1 (en) * 2023-11-26 2025-05-29 Themis AI, Inc. Uncertainty-aware sequence modeling
JP7745058B1 (ja) 2024-09-30 2025-09-26 株式会社Jmdc 保健事業を支援するための情報処理装置、情報処理方法及びプログラム
CN121354934B (zh) * 2025-12-17 2026-03-17 福州康为网络技术有限公司 一种糖尿病肾病风险评估模型

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CN108604465A (zh) * 2015-11-03 2018-09-28 皇家飞利浦有限公司 基于患者生理反应的对急性呼吸道疾病综合征(ards)的预测
CN108962381A (zh) * 2017-05-19 2018-12-07 西门子保健有限责任公司 用于动脉粥样硬化的个性化评定、长期预测和管理的基于学习的方法
CN109219854A (zh) * 2016-06-10 2019-01-15 心脏起搏器股份公司 患者风险评分和评估系统

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US20110054342A1 (en) * 2009-07-17 2011-03-03 Matthews Jr Thomas Virgil System & method for analyzing electro-encephalography data with pair ranking, combined score comparisons, and pooled data analysis
JP6215845B2 (ja) * 2012-02-17 2017-10-18 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 急性肺損傷（ａｌｉ）／急性呼吸窮迫症候群（ａｒｄｓ）アセスメント及びモニタリング
JP6692355B2 (ja) * 2014-11-20 2020-05-13 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． バイタルサインサンプリング周波数が限定されるときのスコア信頼区間推定に関する方法
WO2017141131A1 (en) * 2016-02-19 2017-08-24 Koninklijke Philips N.V. System and method for determining a hemodynamic instability risk score for pediatric subjects
CN110770850B (zh) * 2017-04-20 2024-03-08 皇家飞利浦有限公司 在实体之间学习和应用背景相似性
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US11587677B2 (en) * 2018-11-21 2023-02-21 The Regents Of The University Of Michigan Predicting intensive care transfers and other unforeseen events using machine learning
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CN108604465A (zh) * 2015-11-03 2018-09-28 皇家飞利浦有限公司 基于患者生理反应的对急性呼吸道疾病综合征(ards)的预测
CN109219854A (zh) * 2016-06-10 2019-01-15 心脏起搏器股份公司 患者风险评分和评估系统
CN108962381A (zh) * 2017-05-19 2018-12-07 西门子保健有限责任公司 用于动脉粥样硬化的个性化评定、长期预测和管理的基于学习的方法

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EP4158657A1 (en) 2023-04-05
JP2023527001A (ja) 2023-06-26
WO2021239843A1 (en) 2021-12-02
US20230207083A1 (en) 2023-06-29
US20220059234A1 (en) 2022-02-24

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