System for establishing a cardiac attack prediction model using age and gender-based feature analysis for enhanced risk assessment and personalized healthcare, has medical data acquisition unit for acquiring demographic details of patient and pathology information
	MARAM B; SHAIK M A; BRAMARAMBA J
	2025-03-31
专利权人	UNIV SR (UYSR-Non-standard)
申请日期	2025-03-31
专利号	IN202541031896-A
成果简介	NOVELTY - The system has a medical data acquisition unit for acquiring demographic details of a patient and pathology information. A feature engineering module takes the gathered data and processed age and gender-specific feature and checks for interactions of these with the other health-related parameters. A classification model is provided for the risk of a cardiac attack based on information from the preprocessed data with respect to two special features being the age and the gender. A simple display helps to determine an approximate chance the individual is likely to have the cardiac attack and the grouping as low or medium or high risk. USE - System for establishing a cardiac attack prediction model using age and gender-based feature analysis for enhanced risk assessment and personalized healthcare. ADVANTAGE - The system provides improved accuracy for prediction by identifying a method that factors in both age and gender for enhancing the probability of a targeted cardiac attack prediction, and improves accuracy of such predictions, and becomes conceivable to prescribe prevention and treatment plans based on the individual patient's risk level, and maximizes the effectiveness of care resources, and prevents further loss of human lives due to late and ineffective interventions. DETAILED DESCRIPTION - INDEPENDENT CLAIMS are included for: (1) a method for estimating probability of a person having a cardiac attack in consideration to person age and gender; and (2) a method for improving patient care on prevention of cardiovascular diseases. DESCRIPTION OF DRAWING(S) - The drawing shows a flow diagram illustrating a method for estimating probability of a person having a cardiac attack in consideration to person age and gender.
IPC 分类号	A61B-005/00 ; G01N-033/50 ; G16H-010/60 ; G16H-050/20 ; G16H-050/30
国家	印度
专业领域	信息技术
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/13287
专题	中国科学院新疆生态与地理研究所
作者单位	UNIV SR (UYSR-Non-standard)
推荐引用方式 GB/T 7714	MARAM B,SHAIK M A,BRAMARAMBA J. System for establishing a cardiac attack prediction model using age and gender-based feature analysis for enhanced risk assessment and personalized healthcare, has medical data acquisition unit for acquiring demographic details of patient and pathology information. IN202541031896-A[P]. 2025.

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