嬴子墨项目:脑中风预测回归模型分析修改时间:2021/04/07 00:53
Health Care Stroke Data Analysis using Python Analysis : This analysis is based on the data which is taken from kaggle: https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset Dataset Contains: id,gender,age,hypertension,heart_disease,ever_married,work_type,Residence_type,avg_glucose...
Simultaneously, the server application securely stores patient data, ensuring accessibility, security, and adaptability for stroke patients. The CNN module performs computations using the Stroke dataset, providing valuable insights into subtype classification. Additionally, the GBRF (Gradient boosting random ...
and advance specific strategies to expand the use of healthcare big data. In the life cycle of commercial health insurance products, healthcare big data can improve premium income, control medical costs and increase operational efficiency. First, healthcare big data can increase premiums...
American Life in Real-Time: Creating the first large-scale, nationally representative digital health dataset READ Better Understanding of the Metamorphosis of Pregnancy (BUMP) Evidation partnered with 4YouandMe to provide a platform to manage data collection, processing, and storage for the BUMP longit...
A database with 60 left-hemispheric chronic stroke patients was created and tested against an independent dataset with 45 patients. The aim of the project was to measure the accuracy and the inter-observer reproducibility of the technology by means of the estimated predicted manual lesion and ...
However, more data are emerging for the application of AI in diagnosing different diseases, such as cancer. A study was published in the UK where authors input a large dataset of mammograms into an AI system for breast cancer diagnosis. This study showed that utilizing an AI system to ...
Unfortunately, our current dataset does not provide answers to these important questions, but we are optimistic that we can address them in future studies. Conclusion Using comprehensive, population-based registry data, we described healthcare use and costs in the last six months of life by level...
In healthcare, addressing the timing factor in KG creation is critical. Ma et al. [144] developed a temporal KG that is useful for studying episodic memory in cognitive tasks. The Integrated Conflict Early Warning System (ICEWS) dataset and the Global Database of Events, Language, and Tone ...
[42]To monitor health conditions of stroke patientsHealth monitoringArduino Mega microcontroller, pressure sensor, heartbeat sensor, sugar sensor [43]To predict the patient’s health condition based on stored data in a database.Health monitoringArduino, E-Health sensor (body temperature and ECG) ...