[HTML][HTML] Significance of machine learning in healthcare: Features, pillars and applications

M Javaid, A Haleem, RP Singh, R Suman… - International Journal of …, 2022 - Elsevier
Abstract Machine Learning (ML) applications are making a considerable impact on
healthcare. ML is a subtype of Artificial Intelligence (AI) technology that aims to improve the …

Machine and cognitive intelligence for human health: systematic review

X Chen, G Cheng, FL Wang, X Tao, H Xie, L Xu - Brain informatics, 2022 - Springer
Brain informatics is a novel interdisciplinary area that focuses on scientifically studying the
mechanisms of human brain information processing by integrating experimental cognitive …

Estimation and prediction of hospitalization and medical care costs using regression in machine learning

AI Taloba, RM Abd El-Aziz… - Journal of …, 2022 - Wiley Online Library
Medical costs are one of the most common recurring expenses in a person's life. Based on
different research studies, BMI, ageing, smoking, and other factors are all related to greater …

Economic burden of breast cancer: a case of Southern Iran

FS Jalali, K Keshavarz, M Seif, M Akrami… - Cost Effectiveness and …, 2023 - Springer
Background Breast cancer is one of the main causes of death from cancer around the world,
imposing a significant economic burden on the families and healthcare system. The present …

Advances in management of healthcare service quality: a dual approach with model development and machine learning predictions

M Datt, A Gupta, SK Misra - Journal of Advances in Management …, 2025 - emerald.com
Purpose The objective of this work is twofold: firstly, to develop a model for assessing
healthcare service quality (HSQ), and secondly, to evaluate the effectiveness of machine …

Social determinants, cardiovascular disease, and health care cost: a nationwide study in the United States using machine learning

F Sun, J Yao, S Du, F Qian, AA Appleton… - Journal of the …, 2023 - Am Heart Assoc
Background Existing studies on cardiovascular diseases (CVDs) often focus on individual‐
level behavioral risk factors, but research examining social determinants is limited. This …

Determinants of Total end-of-life health care costs of Medicare beneficiaries: a quantile regression forests analysis

L Li, L Hu, J Ji, K Mckendrick, J Moreno… - The Journals of …, 2022 - academic.oup.com
Background To identify and rank the importance of key determinants of end-of-life (EOL)
health care costs, and to understand how the key factors impact different percentiles of the …

Factors affecting the economic burden of breast cancer in southern Iran

FS Jalali, M Seif, A Jafari, V Zangouri… - BMC Health Services …, 2023 - Springer
Background Breast cancer (BC) is the most common cancer in the world, and is associated
with significant economic costs for patients and communities. Therefore, the information on …

Health care costs of cardiovascular disease in China: a machine learning-based cross-sectional study

M Lu, H Gao, C Shi, Y Xiao, X Li, L Li, Y Li… - Frontiers in Public …, 2023 - frontiersin.org
Background Cardiovascular disease (CVD) causes substantial financial burden to patients
with the condition, their households, and the healthcare system in China. Health care costs …

Cost-utility analysis of valsartan, enalapril, and candesartan in patients with heart failure in Iran

R Ravangard, FS Jalali, M Hajahmadi… - Health Economics Review, 2023 - Springer
Background Today, heart failure is one of the leading causes of death and disability in most
developed and developing countries. By 2030, more than 23.3 million people are projected …