Automatic system for screening of chronic diseases, has evaluation module that partitions data into clusters around needs and risk to facilitate differential healthcare management, where model is developed based on Deep Learning to identify data about disease
	SHAIK M A; MOHAMMAD S
	2025-03-29
专利权人	UNIV SR (UYSR-Non-standard)
申请日期	2025-03-29
专利号	IN202541031075-A
成果简介	NOVELTY - The system has a data integration component to receive and transform various types of information related to patients within an electronic health record (EHR) source, genetic data, clinical data, patients' lifestyle, and images. A feature extraction module derives features from each data type which involves image features from medical images and temporal patterns from clinical data. A model is developed based on deep learning to identify data about a disease and its progression integrated into the data before predicting the onset of diseases. An evaluation module partitions data into clusters around the needs and risk to facilitate differential healthcare management. USE - Automatic system for screening of chronic diseases. Uses include but are not limited to diabetes, cardiovascular diseases, Parkinson's disease, and cancer. ADVANTAGE - The system helps to diagnose suspected rickets in early stage, which realizes an increased likelihood of the health condition being treated in the early stages, thus increasing the chances of survival. The system applies the principles of integrated pattern recognition and correlation in the data processing by using neural networks and clustering techniques to consider sources to make a preliminary exact predict about the initial stages of the disease when a patient experience very mild symptoms or no symptoms at all. DETAILED DESCRIPTION - INDEPENDENT CLAIMS are also included for: A method for identifying chronic diseases and cancer at an early stage; A computer program product comprising a set of instructions for screening of chronic diseases and cancer; and A diagnosis device for early stage diseases. DESCRIPTION OF DRAWING(S) - The drawing shows a flow diagram illustrating a method for identifying chronic diseases and cancer at an early stage.
IPC 分类号	A61B-005/00 ; A61B-005/08 ; G16H-010/60 ; G16H-050/20 ; G16H-050/70
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/13347
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	SHAIK M A,MOHAMMAD S. Automatic system for screening of chronic diseases, has evaluation module that partitions data into clusters around needs and risk to facilitate differential healthcare management, where model is developed based on Deep Learning to identify data about disease. IN202541031075-A[P]. 2025.

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