New Method for Identification and Response to Infectious Disease Patterns Based on Comprehensive Health Service Data

D Vinsensia, S Amri, J Sihotang… - MATRIK: Jurnal …, 2024 - journal.universitasbumigora.ac.id
Infectious diseases continue to pose a major threat to global public health and require early
detection and effective response strategies. Despite advances in information technology and …

[HTML][HTML] Using data mining techniques to fight and control epidemics: A scoping review

R Safdari, S Rezayi, S Saeedi, M Tanhapour… - Health and …, 2021 - Springer
The main objective of this survey is to study the published articles to determine the most
favorite data mining methods and gap of knowledge. Since the threat of pandemics has …

[HTML][HTML] Sustainable and intelligent time-series models for epidemic disease forecasting and analysis

A Chhabra, SK Singh, A Sharma, S Kumar… - Sustainable Technology …, 2024 - Elsevier
There is an increasing risk of outbreaks escalating into epidemics, despite huge advances in
medical science. Epidemics like COVID-19, Monkeypox, Influenza and HIV have been …

How government can use AI and ML to identify spreading infectious diseases

L Surya - International Journal of Creative Research Thoughts …, 2018 - papers.ssrn.com
Abstract Infectious diseases like Spanish Flu, TB, Ebola, SARS and influenza have been
some of the leading causes of deaths around the world especially in low-income countries …

[HTML][HTML] Prediction of epidemic disease dynamics on the infection risk using machine learning algorithms

S Palaniappan, RV, B David - SN computer science, 2022 - Springer
Accurate forecast for the public is more important to many organisations especially health
organisations on infectious disease dynamics that prevails in prevention or decrease in …

[PDF][PDF] A survey and analysis on classification and regression data mining techniques for diseases outbreak prediction in datasets

H Leopord, WK Cheruiyot, S Kimani - Int. J. Eng. Sci, 2016 - theijes.com
--------------------------------------------------------ABSTRACT------------------------------------------------------
------Classification and regression as data mining techniques for predicting the diseases …

Predictive analysis effectiveness in determining the epidemic disease infected area

N Ibrahim, NSM Akhir, FH Hassan - AIP conference proceedings, 2017 - pubs.aip.org
Epidemic disease outbreak had caused nowadays community to raise their great concern
over the infectious disease controlling, preventing and handling methods to diminish the …

Suggesting a framework for preparedness against the pandemic outbreak based on medical informatics solutions: a thematic analysis

M Gholamzadeh, H Abtahi… - The International Journal …, 2021 - Wiley Online Library
Background When an outbreak emerged, each country needs a coherent and preventive
plan to deal with epidemics. In the era of technology, adopting informatics‐based solutions …

Artificial intelligence for infectious disease big data analytics

ZSY Wong, J Zhou, Q Zhang - Infection, disease & health, 2019 - Elsevier
Background Since the beginning of the 21st century, the amount of data obtained from
public health surveillance has increased dramatically due to the advancement of information …

Establishment of epidemic early warning index system and optimization of infectious disease model: Analysis on monitoring data of public health emergencies

L Xiong, P Hu, H Wang - International Journal of Disaster Risk Reduction, 2021 - Elsevier
The ability to mitigate the damages caused by emergencies is an important symbol of the
modernization of an emergency capability. When responding to emergencies, government …