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heart failure prediction dataset  (Kaggle Inc)

 
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    Kaggle Inc heart failure prediction dataset
    Heart Failure Prediction Dataset, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/heart+failure+prediction+dataset/dataset+disease+heart/pm42120489-248-3-27
    Average 86 stars, based on 1 article reviews
    heart failure prediction dataset - by Bioz Stars, 2026-10
    86/100 stars

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    other:

    Article Title: Optimization of multidimensional feature engineering and data partitioning strategies in heart disease prediction models
    Article Snippet: Initially, we utilized the Heart Failure Prediction Dataset from Kaggle.

    Article Title: A 3-tier information fusioned framework featuring explainable deep active optimized CRNet for accurate heart disease prediction.
    Article Snippet: Fedesoriano (2021) *heart failure prediction Dataset*, Kaggle, available at: h t t p s : / / w w w . k a g g l e . c o m / d a t a s e t s / f e d e s o r i a n o / h e a r t - f a i l u r e - p r e d i c t i o n (accessed 28 August 2025).

    Article Title: Acdim: A Cardiovascular Disease Risk Prediction Model Based on TabNet and AdaBoost for Smart Aging
    Article Snippet: The dataset used in the experiment is the “heart failure prediction dataset” from Kaggle.

    Article Title: Employing Multi-Layer Perceptron Models For Heart Failure Disease Prediction
    Article Snippet: This study is based on the Heart Failure Prediction Dataset, a valuable resource in medical research, providing detailed clinical information that supports disease risk assessment and the development of accurate predictive models this dataset was obtained from the Kaggle platform and was collected from a university hospital in Prague, Czech Republic the dataset includes the clinical records of 299 patients with heart disease, distributed across 918 records, and includes 12 key clinical variables.

    Article Title: Interpretation drift in explainable AI under label noise.
    Article Snippet: Heart Failure Prediction Dataset, Kaggle.

    Article Title: Evaluasi Performa Algoritma Klasifikasi dalam Prediksi Gagal Jantung: Studi Kasus Dataset Heart Failure Prediction
    Article Snippet: This study aims to compare the performance of several classification algorithms in predicting heart failure using the Heart Failure Prediction dataset from Kaggle.

    Article Title: Machine learning-driven adaptive parameter selection for homomorphic encryption in edge computing.
    Article Snippet: We validated our framework using the Heart Failure Prediction dataset from the UCI Machine Learning Repository (accessed via Kaggle).

    Article Title: Machine learning-driven adaptive parameter selection for homomorphic encryption in edge computing.
    Article Snippet: Data Availability The Heart Failure Prediction dataset analysed in this study is publicly available from the UCI Machine Learning Repository at https://archive.ics.uci.edu/dataset/45/heart+disease and is also accessible via Kaggle at https://www.kaggle.com/datasets/fedesoriano/heart-failure-prediction.



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