机器学习在感染性疾病临床预测模型中的应用进展

郑睿颖, 刘根焰 - 中国血吸虫病防治杂志, 2023 - zgxfzz.com
感染性疾病是全球公共卫生重大威胁之一. 由于其诊治的不便捷性, 常常造成误诊,
漏诊或过度治疗等, 引起严重临床后果. 作为人工智能的一个重要分支, 机器学习已被广泛应用于 …

Application of machine learning in clinical predictive models for infectious diseases: a review

Z Ruiying, LIU Genyan - Chinese Journal of Schistosomiasis Control, 2023 - zgxfzz.com
Infectious diseases are one of the major threats to global public health. Inconvenience of
diagnosis and treatment frequently causes misdiagnosis, missing diagnosis or …

Modern machine‐learning predictive models for diagnosing infectious diseases

EY Alqaissi, FS Alotaibi… - … mathematical methods in …, 2022 - Wiley Online Library
Controlling infectious diseases is a major health priority because they can spread and infect
humans, thus evolving into epidemics or pandemics. Therefore, early detection of infectious …

Machine Learning for Infectious Disease Risk Prediction: A Survey

M Liu, Y Liu, J Liu - arXiv preprint arXiv:2308.03037, 2023 - arxiv.org
Infectious diseases, either emerging or long-lasting, place numerous people at risk and
bring heavy public health burdens worldwide. In the process against infectious diseases …

Malaria and Pneumonia Disease Prediction Using Deep Learning

V Rai, M Singhal, B Dwivedy… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Early identification, intervention, and efficient treatment planning all rely heavily on disease
prediction. This study examines the methods for disease prediction based on deep learning …

Deep Transfer Learning Based Risk Prediction Model for Infectious Disease

Y Jiang, Z Cai, K Cai, J Xia, L Yan - National Conference of Theoretical …, 2022 - Springer
In recent years various epidemics have posed a serious threat to human health and there is
an urgent need for intelligent infectious disease risk prediction methods. Advance prediction …

Emerging infectious disease surveillance using a hierarchical diagnosis model and the Knox algorithm

M Wang, B Yang, Y Liu, Y Yang, H Ji, C Yang - Scientific Reports, 2023 - nature.com
Emerging infectious diseases are a critical public health challenge in the twenty-first century.
The recent proliferation of such diseases has raised major social and economic concerns …

2223. Real-time prediction of respiratory pathogen infection based on machine learning decision support tool

R Nir-Paz, G Almogy, A Keren, G Livne… - Open forum …, 2019 - academic.oup.com
Background Respiratory pathogens are a common cause of disease. Currently there is not a
practical tool to predict the putative etiology of each case with an inexpensive, fast point-of …

[PDF][PDF] Progress in methodological research of infectious disease prediction

R Lv, F Liu - International Journal of Frontiers in Medicine, 2024 - francis-press.com
Infectious diseases occur all year round in China, and often cause outbreaks and epidemics,
which have made a great effect on people's health and economic development. The …

[PDF][PDF] Efficient ensemble machine learning techniques for early prediction of diphtheria diseases based on clinical data

B Abdualgalil, S Abraham… - International Journal of …, 2022 - researchgate.net
Diphtheria is a worldwide concern, particularly in Yemen. Early detection is important for
reducing diphtheria deaths. In fact, proper diphtheria diagnosis takes time due to various …