{"repo":"sauravmishra1710/Heart-Failure-Condition-And-Survival-Analysis","free":true,"listed":false,"github":"https://github.com/sauravmishra1710/Heart-Failure-Condition-And-Survival-Analysis","clone":"git clone https://github.com/sauravmishra1710/Heart-Failure-Condition-And-Survival-Analysis.git","description":"Perform a survival analysis based on the time-to-event (death event) for the subjects. Compare machine learning models to assess the likelihood of a death by heart failure condition. This can be used to help hospitals in assessing the severity of patients with cardiovascular diseases and heart failure condition.","language":"Jupyter Notebook","stars":48,"topics":["healthcare-application","healthcare-datasets","machine-learning","machine-learning-algorithms","exploratory-data-analysis","data-visualization","lgbm","xgboost-algorithm","cardiovascular-diseases","cox-regression"],"license":null,"category":"machine-learning","readme_excerpt":"A Comparative Study for Time-to-Event Analysis and Survival Prediction for Heart Failure Condition using Machine Learning Techniques This work is published as part of the Journal of Electronics, Electromedical Engineering, and Medical Informatics and can be accessed online at the Journal Page. Please cite the work if you find these codes useful for your work. This work is an open-access and licensed under a [Creative Commons Attribution-ShareAlike 4.0 International License][cc-by-sa]. [![CC BY-SA 4.0][cc-by-sa-image]][cc-by-sa] [![CC BY-SA 4.0][cc-by-sa-shield]][cc-by-sa] [cc-by-sa]: http://creativecommons.org/licenses/by-sa/4.0/ [cc-by-sa-image]: https://licensebuttons.net/l/by-sa/4.0/88x31.png [cc-by-sa-shield]: https://img.shields.io/badge/License-CC%20BY--SA%204.0-lightgrey.svg LINK TO ABSTRACT : http://jeeemi.org/index.php/jeeemi/article/view/225 LINK TO FULL PDF : http://jeeemi.org/index.php/jeeemi/article/view/225/94 ABSTRACT Heart Failure, an ailment in which the heart isn’t functioning as effectively as it should, causing in an insufficient cardiac output. The effectual functioning of the human body is dependent on how well the heart is able to pump oxygenated, and nutrient rich blood to the tissues and cells. Heart failure falls into the category of cardiovascular diseases - the disorders of the heart and blood vessels. One of the leading causes of global deaths resulting in an estimated 17.9 million deaths globally every year. The condition of heart failure results","default_branch":null,"files":null,"tree":[],"storefront":"/r/sauravmishra1710","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sauravmishra1710/Heart-Failure-Condition-And-Survival-Analysis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}