CN110420019B - 一种心冲击图信号的深度回归心率估计方法 - Google Patents
一种心冲击图信号的深度回归心率估计方法 Download PDFInfo
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- CN110420019B CN110420019B CN201910688377.3A CN201910688377A CN110420019B CN 110420019 B CN110420019 B CN 110420019B CN 201910688377 A CN201910688377 A CN 201910688377A CN 110420019 B CN110420019 B CN 110420019B
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor, mobility of a limb
- A61B5/1102—Ballistocardiography
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7203—Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
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CN110464326B (zh) | 2019-08-19 | 2022-05-10 | 上海联影医疗科技股份有限公司 | 一种扫描参数推荐方法、系统、装置及存储介质 |
CN111209816B (zh) * | 2019-12-28 | 2023-10-24 | 杭州电子科技大学 | 一种基于正则极限学习机的非接触式疲劳驾驶检测方法 |
CN111887834B (zh) * | 2020-07-15 | 2021-11-02 | 西安电子科技大学 | 基于多示例学习和进化优化的逐搏心率检测方法 |
CN111887858B (zh) * | 2020-08-04 | 2021-05-04 | 西安电子科技大学 | 基于跨模态映射的心冲击图信号心率估计方法 |
CN112818773A (zh) * | 2021-01-19 | 2021-05-18 | 青岛歌尔智能传感器有限公司 | 心率检测方法、设备及存储介质 |
CN112971799A (zh) * | 2021-02-04 | 2021-06-18 | 北京理工大学 | 基于机器学习的无刺激胎心监护分类方法 |
CN113411817B (zh) * | 2021-05-11 | 2022-08-23 | 北京邮电大学 | 基于无线干扰模型的无线系统干扰神经网络预测方法 |
CN114041786B (zh) * | 2022-01-11 | 2022-04-26 | 华南师范大学 | 心冲击图信号的检测方法、装置以及设备 |
CN115040109B (zh) * | 2022-06-20 | 2024-03-22 | 徐州工程学院 | 一种呼吸模式分类方法及系统 |
CN114767127B (zh) * | 2022-06-21 | 2022-09-30 | 广州中科新知科技有限公司 | 一种心冲击图信号的处理方法及系统 |
CN115153478A (zh) * | 2022-08-05 | 2022-10-11 | 上海跃扬医疗科技有限公司 | 心率监测方法及系统、存储介质、终端 |
CN115429286B (zh) * | 2022-10-11 | 2023-06-16 | 郑州大学 | 一种心电表征自监督学习方法 |
CN116369907B (zh) * | 2023-03-20 | 2024-02-13 | 华南师范大学 | 一种心冲击图信号定位方法 |
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TW201838587A (zh) * | 2017-04-26 | 2018-11-01 | 啟德電子股份有限公司 | 分析心衝擊信號用來計算短期心率值的方法 |
CN109192305A (zh) * | 2018-09-12 | 2019-01-11 | 中国人民解放军陆军军医大学第二附属医院 | 一种基于深度循环神经网络的心功能自动分析方法 |
CN109303559A (zh) * | 2018-11-01 | 2019-02-05 | 杭州质子科技有限公司 | 一种基于梯度提升决策树的动态心电图心拍分类方法 |
CN109377520A (zh) * | 2018-08-27 | 2019-02-22 | 西安电子科技大学 | 基于半监督循环gan的心脏图像配准系统及方法 |
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CN104765846B (zh) * | 2015-04-17 | 2018-01-23 | 西安电子科技大学 | 一种基于特征提取算法的数据特征分类方法 |
ES2607721B2 (es) * | 2015-10-02 | 2019-07-04 | Univ Catalunya Politecnica | Método y aparato para estimar el tiempo de tránsito del pulso aórtico a partir de intervalos temporales medidos entre puntos fiduciales del balistocardiograma |
CN109124613B (zh) * | 2018-08-17 | 2021-02-02 | 西安电子科技大学 | 基于语音交互的非接触式心率监测装置及方法 |
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CN109377520A (zh) * | 2018-08-27 | 2019-02-22 | 西安电子科技大学 | 基于半监督循环gan的心脏图像配准系统及方法 |
CN109192305A (zh) * | 2018-09-12 | 2019-01-11 | 中国人民解放军陆军军医大学第二附属医院 | 一种基于深度循环神经网络的心功能自动分析方法 |
CN109303559A (zh) * | 2018-11-01 | 2019-02-05 | 杭州质子科技有限公司 | 一种基于梯度提升决策树的动态心电图心拍分类方法 |
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