Health Informatics System using Machine Learning Techniques

S Rajendran, N Ramavenkateswaran… - Deep Learning for …, 2023 - taylorfrancis.com
learning models is discussed in the subsequent sections. The digital healthcare informatics
… and heterogeneous data collection with machine learning capability are also emphasized. …

Intelligent, secure big health data management using deep learning and blockchain technology: an overview

S Saif, S Biswas, S Chattopadhyay - … for Biomedical and Health Informatics, 2020 - Springer
… In this paper, we have described the role of blockchain and deep learning in health informatics.
Both these two emerging technologies face some challenges, which is a research area, …

[引用][C] Applications of Artificial Intelligence in Health Informatics

M Tahir

Deep learning and the future of biomedical image analysis

M Jyotiyana, N Kesswani - … for Biomedical and Health Informatics, 2020 - Springer
… It is favorable in many health informatics problems, and ultimately, Deep Learning … medical
informatics. Most of designed applications of DL to medical imaging process the health data …

Ethics in health informatics

KW Goodman - Yearbook of medical informatics, 2020 - thieme-connect.com
… ways in which a deep learning algorithm embeds racial, ethnic, gender, or other biases
which shape or corrupt its results. The very nature of machine learning algorithms makes plain …

Text mining and natural language processing for health informatics: recent trends and the way forward

VS Anoop - Machine Learning and Data Analytics for Predicting …, 2021 - igi-global.com
… (NLP), and deep learning to unearth the latent themes from the vast array of textual data.
This chapter proposes some prominent works in health informatics that use text mining and …

Machine learning approaches for analysis in healthcare informatics

K Jagadeesh, A Rajendran - … and Analytics in Healthcare …, 2021 - taylorfrancis.com
… AI and deep learning are amenable to the advanced technique known as computer vision.
They complement the inner-eye process by dissecting images to achieve more detailed …

Medical information extraction in the age of deep learning

U Hahn, M Oleynik - Yearbook of medical informatics, 2020 - thieme-connect.com
Deep Learning (DL). Meanwhile, this trend is, although with some delay, also reflected in
the medical NLP community. In the reporting period, overwhelming experimental evidence has …

Public health and epidemiology informatics: recent research trends

G Diallo, G Bordea - Yearbook of medical informatics, 2021 - thieme-connect.com
… The first best paper is a very public health focused paper with health informatics and … Health
and Epidemiology Informatics methods could leverage, when combined with Deep Learning, …

Predictive analytics to support health informatics on COVID-19 data

CK Leung, THD Mai, NDT Tran… - 2021 IEEE 21st …, 2021 - ieeexplore.ieee.org
… and health informatics-in conjection with data science, data mining and machine learning-have
been applied in numerous real-life applications including disease and healthcare