IN202241064104A
审中
使用机器学习算法对心房颤动疾病进行分类
随着人口年龄的增长,房颤 (AF) 的风险增加,房颤是全球最常见的心律失常。 要对 AF 进行临床诊断,必须首先通过心电图 (ECG) 检测心律失常。 现在可以更好地理解 AF 的真正临床影响,因为监测技术的进步,例如高保真长期监测仪,提高了 AF 的识别率。 心房颤动 (AF) 是临床上最常见的心律失常之一,对人类健康构成严重威胁。 然而,由于其偶发性,AF 很难实时跟踪。 近年来,心电图(ECG)监测技术以实时监测、操作简便等特点在远程医疗环境中得到发展,为心房颤动(AF)的识别带来了新的概念和方法。 为了弥补传统 ECG 监测设备的计算复杂性缺陷,我们提出了一种通过利用 ECG 信号的 RR 间隔作为人工神经网络 (ANN) 输入对 ECG 信号中的 AF 发作进行稳健分类的方法。
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| 专利时间轴 | |
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| 专利类型/受理局 | APPLICATION( IN) |
| [标]当前申请（专利权）人 | DR. ISHWARYA M.V,MRS.S.JAYASHREE ANANTH,DR.L.SHARMILA,DR.MAJELLA JENVI IGNATIA.K,DR.S.SAMUNDESWAI,MS.V.LALITHA,MAHARASI M,MRS.MOHANA PRIYA P,DR.SATHYAPRIYA L |
| 当前申请（专利权）人 |
DR. ISHWARYA M.V,MRS.S.JAYASHREE ANANTH,DR.L.SHARMILA,DR.MAJELLA JENVI IGNATIA.K,DR.S.SAMUNDESWAI,MS.V.LALITHA,MAHARASI M,MRS.MOHANA PRIYA P,DR.SATHYAPRIYA L ASSISTANT PROFESSOR, CSE DEPT, AGNI COLLEGE OF TECHNOLOGY, OLD MAHABALIPURAM ROAD, THALAMBUR RD, CHENNAI, TAMIL NADU, INDIA, 600130.,ACADEMIC DIRECTOR & PRINCIPAL(CBSE), MOTHER TERESA PUBLIC SCHOOL, JALAHALLI EDUCATION SOCIETY, MOTHER TERESA GROUP OF INSTITUTIONS, MES RING ROAD, JALAHALLI, BANGALORE, KARNATAKA, INDIA, 560013.,PROFESSOR & HEAD, DEPARTMENT OF CSE, AGNI COLLEGE OF TECHNOLOGY, OLD MAHABALIPURAM ROAD, THALAMBUR RD, CHENNAI, TAMIL NADU, INDIA, 600130.,ASSOCIATE PROFESSOR, MATHEMATICS DEPARTMENT, SAVEETHA SCHOOL OF ENGINEERING, SIMATS, THANDALAM CAMPUS, CHENNAI, TAMILNADU, INDIA.,ASSOCIATE PROFESSOR, CSE DEPARTMENT, SRI SAI RAM ENGINEERING COLLEGE, CHENNAI, TAMILNADU, INDIA, 600044.,ASSOCIATE PROFESSOR, CSE DEPARTMENT, SRI SAI RAM ENGINEERING COLLEGE, CHENNAI, TAMILNADU, INDIA.,ASSISTANT PROFESSOR(SG), CSBS DEPARTMENT, RAJALAKSHMI ENGINEERING COLLEGE, CHENNAI, TAMIL NADU, INDIA, 600048.,ASSISTANT PROFESSOR, CSE DEPARTMENT, SCHOOL OF ENGINEERING, VELS INSTITUTE OF SCIENCE TECHNOLOGY AND ADVANCED STUDIES, CHENNAI, TAMILNADU, INDIA, 600048.,ASSISTANT PROFESSOR, DEPARTMENT OF COMPUTING TECHNOLOGY, SRM INSTITUTE OF SCIENCE AND TECHNOLOGY, SRM NAGAR, KATTANKULATHUR, TAMIL NADU, INDIA, 603203. |
| [标]原始申请（专利权）人 | DR. ISHWARYA M.V,MRS.S.JAYASHREE ANANTH,DR.L.SHARMILA,DR.MAJELLA JENVI IGNATIA.K,DR.S.SAMUNDESWAI,MS.V.LALITHA,MAHARASI M,MRS.MOHANA PRIYA P,DR.SATHYAPRIYA L |
| 原始申请（专利权）人 | DR. ISHWARYA M.V,MRS.S.JAYASHREE ANANTH,DR.L.SHARMILA,DR.MAJELLA JENVI IGNATIA.K,DR.S.SAMUNDESWAI,MS.V.LALITHA,MAHARASI M,MRS.MOHANA PRIYA P,DR.SATHYAPRIYA L ASSISTANT PROFESSOR, CSE DEPT, AGNI COLLEGE OF TECHNOLOGY, OLD MAHABALIPURAM ROAD, THALAMBUR RD, CHENNAI, TAMIL NADU, INDIA, 600130.,ACADEMIC DIRECTOR & PRINCIPAL(CBSE), MOTHER TERESA PUBLIC SCHOOL, JALAHALLI EDUCATION SOCIETY, MOTHER TERESA GROUP OF INSTITUTIONS, MES RING ROAD, JALAHALLI, BANGALORE, KARNATAKA, INDIA, 560013.,PROFESSOR & HEAD, DEPARTMENT OF CSE, AGNI COLLEGE OF TECHNOLOGY, OLD MAHABALIPURAM ROAD, THALAMBUR RD, CHENNAI, TAMIL NADU, INDIA, 600130.,ASSOCIATE PROFESSOR, MATHEMATICS DEPARTMENT, SAVEETHA SCHOOL OF ENGINEERING, SIMATS, THANDALAM CAMPUS, CHENNAI, TAMILNADU, INDIA.,ASSOCIATE PROFESSOR, CSE DEPARTMENT, SRI SAI RAM ENGINEERING COLLEGE, CHENNAI, TAMILNADU, INDIA, 600044.,ASSOCIATE PROFESSOR, CSE DEPARTMENT, SRI SAI RAM ENGINEERING COLLEGE, CHENNAI, TAMILNADU, INDIA.,ASSISTANT PROFESSOR(SG), CSBS DEPARTMENT, RAJALAKSHMI ENGINEERING COLLEGE, CHENNAI, TAMIL NADU, INDIA, 600048.,ASSISTANT PROFESSOR, CSE DEPARTMENT, SCHOOL OF ENGINEERING, VELS INSTITUTE OF SCIENCE TECHNOLOGY AND ADVANCED STUDIES, CHENNAI, TAMILNADU, INDIA, 600048.,ASSISTANT PROFESSOR, DEPARTMENT OF COMPUTING TECHNOLOGY, SRM INSTITUTE OF SCIENCE AND TECHNOLOGY, SRM NAGAR, KATTANKULATHUR, TAMIL NADU, INDIA, 603203. |
| IPC分类号 |
IPC(8):
A61B5/00G16H40/67A61B5/361A61B5/024G16H50/30
+5
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| 技术主题分类 | |
| 应用领域分类 | |
| 发明人 |
DR. ISHWARYA M.V (ASSISTANT PROFESSOR) MRS.S.JAYASHREE ANANTH ( CSE DEPT) DR.L.SHARMILA ( AGNI COLLEGE OF TECHNOLOGY) DR.MAJELLA JENVI IGNATIA.K ( OLD MAHABALIPURAM ROAD) DR.S.SAMUNDESWAI ( THALAMBUR RD) MS.V.LALITHA ( CHENNAI) MAHARASI M ( TAMIL NADU) MRS.MOHANA PRIYA P ( INDIA) DR.SATHYAPRIYA L ( 600130.) |
