Disease prediction by machine learning over big data from healthcare communities

M Chen, Y Hao, K Hwang, L Wang, L Wang - Ieee Access, 2017 - ieeexplore.ieee.org
With big data growth in biomedical and healthcare communities, accurate analysis of
medical data benefits early disease detection, patient care, and community services …

Disease prediction using machine learning over big data

S Vinitha, S Sweetlin, H Vinusha… - Computer Science & …, 2018 - papers.ssrn.com
Due to big data progress in biomedical and healthcare communities, accurate study of
medical data benefits early disease recognition, patient care and community services. When …

Recurrent convolutional neural network based multimodal disease risk prediction

Y Hao, M Usama, J Yang, MS Hossain… - Future Generation …, 2019 - Elsevier
With the rapid growth of biomedical and healthcare data, machine learning methods are
used in more and more work to predict disease risk. However, most works use single-mode …

Popular deep learning algorithms for disease prediction: a review

Z Yu, K Wang, Z Wan, S Xie, Z Lv - Cluster Computing, 2023 - Springer
Due to its automatic feature learning ability and high performance, deep learning has
gradually become the mainstream of artificial intelligence in recent years, playing a role in …

Research on disease prediction based on improved DeepFM and IoMT

Z Yu, SU Amin, M Alhussein, Z Lv - IEEE Access, 2021 - ieeexplore.ieee.org
In recent years, with the increase of computer computing power, Deep Learning has begun
to be favored. Its learning of non-linear feature combinations has played a role that …

An augmented artificial intelligence approach for chronic diseases prediction

J Rashid, S Batool, J Kim, M Wasif Nisar… - Frontiers in Public …, 2022 - frontiersin.org
Chronic diseases are increasing in prevalence and mortality worldwide. Early diagnosis has
therefore become an important research area to enhance patient survival rates. Several …

Multi-disease prediction based on deep learning: a survey

S Xie, Z Yu, Z Lv - Computer Modeling in Engineering & …, 2021 - ingentaconnect.com
In recent years, the development of artificial intelligence (AI) and the gradual beginning of
AI's research in the medical field have allowed people to see the excellent prospects of the …

Explainable artificial intelligence based framework for non-communicable diseases prediction

K Davagdorj, JW Bae, VH Pham… - Ieee …, 2021 - ieeexplore.ieee.org
The rapid rise of non-communicable diseases (NCDs) becomes one of the serious health
issues and the leading cause of death worldwide. In recent years, artificial intelligence …

Designing disease prediction model using machine learning approach

D Dahiwade, G Patle, E Meshram - 2019 3rd International …, 2019 - ieeexplore.ieee.org
Now-a-days, people face various diseases due to the environmental condition and their
living habits. So the prediction of disease at earlier stage becomes important task. But the …

Hybrid disease prediction approach leveraging digital twin and metaverse technologies for health consumer

C Kulkarni, A Quraishi, M Raparthi, M Shabaz… - BMC Medical Informatics …, 2024 - Springer
Emerging from the convergence of digital twin technology and the metaverse, consumer
health (MCH) is witnessing a transformative shift. The amalgamation of bioinformatics with …