A cost-sensitive deep neural network-based prediction model for the mortality in acute myocardial infarction patients with hypertension on imbalanced data

H Zheng, SWA Sherazi, JY Lee - Frontiers in Cardiovascular Medicine, 2024 - frontiersin.org
Background and objectives Hypertension is one of the most serious risk factors and the
leading cause of mortality in patients with cardiovascular diseases (CVDs). It is necessary to …

Evaluating the effectiveness of Wrapper feature selection methods with artificial neural network classifier for diabetes prediction

MA Fahmiin, TH Lim - Testbeds and Research Infrastructures for the …, 2020 - Springer
Feature selection is an important preprocessing technique used to determine the most
important features that contributes to the classification of a dataset, typically performed on …

Clinical Dataset Classification Using Feature Ranking And Satin Bower Bird Optimized SVMs

N KS, K Nehemiah H, NY Jane… - The Computer …, 2024 - academic.oup.com
A clinical decision support system is a computer-based system that is designed to assist
healthcare providers with clinical decision-making by analyzing electronic health records …

Kombinasi Metode Correlated Naive Bayes dan Metode Seleksi Fitur Wrapper untuk Klasifikasi Data Kesehatan

H Hairani, M Innuddin - Jurnal Teknik Elektro, 2019 - journal.unnes.ac.id
Kebanyakan fitur pada data kesehatan terdapat fitur tidak relevan sehingga dapat
menurunkan kinerja metode klasifikasi. Salah satu data kesehatan yang memiliki atribut …

Mother's lifestyle feature relevance for nicu and preterm birth prediction

H Deshpande, L Ragha - ITM Web of Conferences, 2021 - itm-conferences.org
Maternal health plays an important role in defining the health of mother, child and childbirth
experience. With the change in lifestyle over the decades, there have been many health …

A Voting Ensemble-based Model to Predict the Risk of Cardiovascular Disease in Ordinary People

H Zheng, SWA Sherazi, S Arif, MJ Lee… - Proceedings of the 2023 …, 2023 - dl.acm.org
The heart, as the main organ of our human body, plays an important role in pumping blood
through our body. Early prevention and prediction of cardiovascular disease (CVD) can save …

A Novel Lightweight Lane Departure Warning System Based on Computer Vision for Improving Road Safety

Y Chen - 2021 - ruor.uottawa.ca
With the rapid improvement of the Advanced Driver Assistant System (ADAS), autonomous
driving has become one of the most common hot topics in recent years. While driving, many …

Application of metaheuristics for the feature selection problem

G Kalayci - 2019 - search.proquest.com
Feature selection aims to gain a minimal feature subset in a problem domain while
conserving the accuracy of the original data. Feature selection is a process for making more …

[引用][C] Diagnosing Diabetes with Extended Binary Cuckoo Search and k-Nearest Neighbor Classifier

SAH Shnain, ZM Nabat, MA Salih, BJ Al Khafaji - Journal of Southwest Jiaotong …, 2020

[引用][C] A Cost-Sensitive Neural Network-Based Mortality Prediction Model with Threshold Moving Technique for Acute Myocardial Infarction Patients with Hypertension

H Zheng, SWA Sherazi, JY LEE - Available at SSRN 4162656