[HTML][HTML] A comparative analysis of boosting algorithms for chronic liver disease prediction

SM Ganie, PKD Pramanik - Healthcare Analytics, 2024 - Elsevier
Chronic liver disease (CLD) is a major health concern for millions of people all over the
globe. Early prediction and identification are critical for taking appropriate action at the …

[HTML][HTML] A Technical Comparative Heart Disease Prediction Framework Using Boosting Ensemble Techniques

N Nissa, S Jamwal, M Neshat - Computation, 2024 - mdpi.com
This paper addresses the global surge in heart disease prevalence and its impact on public
health, stressing the need for accurate predictive models. The timely identification of …

[HTML][HTML] Improved liver disease prediction from clinical data through an evaluation of ensemble learning approaches

SM Ganie, PK Dutta Pramanik, Z Zhao - BMC Medical Informatics and …, 2024 - Springer
Purpose Liver disease causes two million deaths annually, accounting for 4% of all deaths
globally. Prediction or early detection of the disease via machine learning algorithms on …

Predicting chronic liver disease using boosting technique

SM Ganie, PKD Pramanik - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Liver disease has become a major health crisis globally. Machine learning methodologies
are increasingly being applied to predict and diagnose various diseases. This paper uses …

Penerapan Random Oversampling dan Algoritma Boosting untuk Memprediksi Kualitas Buah Jeruk

IK Ananda, AZ Fanani… - Edumatic: Jurnal …, 2024 - e-journal.hamzanwadi.ac.id
Data tahun 2019 menunjukkan produksi jeruk dunia meningkat menjadi 79 juta ton.
Meskipun berbagai jenis jeruk dijual di pasar Indonesia, namun masih banyak yang …

Prediction of Chronic Kidney Disease-A Machine Learning-Based Approach

R Hasan, I Ahmed, M Hasan, SMR Islam… - … for Innovations in …, 2023 - ieeexplore.ieee.org
In recent years, machine learning has played a substantial part in computer aided diagnosis
(CAD) by utilizing algorithms to analyze medical data and support healthcare professionals …

Machine Learning Predictive Model for Chronic Kidney Disease Classification Using Python

KL Makaraju, AS Shaik… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Kidney function is impacted by Chronic Kidney Disease (CKD), a chronic illness that
frequently shows no symptoms. It is brought on by the body's waste materials and fluids …

[PDF][PDF] Healthcare Analytics

SM Ganie, MB Malik - researchgate.net
Chronic liver disease (CLD) is a major health concern for millions of people all over the
globe. Early prediction and identification are critical for taking appropriate action at the …