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 …

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 …

Healthcare predictive analytics using machine learning and deep learning techniques: a survey

M Badawy, N Ramadan, HA Hefny - Journal of Electrical Systems and …, 2023 - Springer
Healthcare prediction has been a significant factor in saving lives in recent years. In the
domain of health care, there is a rapid development of intelligent systems for analyzing …

Intelligent analysis of medical big data based on deep learning

H Sun, Z Liu, G Wang, W Lian, J Ma - IEEE Access, 2019 - ieeexplore.ieee.org
With the wide application of computer technology, medical health data has also increased
dramatically, and data-driven medical big data analysis methods have emerged as the times …

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 …

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 …

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 …

Diabetes prediction model based on an enhanced deep neural network

H Zhou, R Myrzashova, R Zheng - EURASIP Journal on Wireless …, 2020 - Springer
Today, diabetes is one of the most common, chronic, and, due to some complications,
deadliest diseases in the world. The early detection of diabetes is very important for its timely …

Development of machine learning model for diagnostic disease prediction based on laboratory tests

DJ Park, MW Park, H Lee, YJ Kim, Y Kim, YH Park - Scientific reports, 2021 - nature.com
The use of deep learning and machine learning (ML) in medical science is increasing,
particularly in the visual, audio, and language data fields. We aimed to build a new …

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 …