Deep learning in biomedical informatics

CL Hung - Intelligent Nanotechnology, 2023 - Elsevier
… , the role of data analytics in health informatics has grown rapidly. Deep learning (DL) is
defined … developments in the use of deep learning in health informatics and makes an important …

Deep learning and health informatics for smart monitoring and diagnosis

A Gasmi - arXiv preprint arXiv:2208.03143, 2022 - arxiv.org
… Medical imaging in health informatics can be elaborated to … Biologically, health informatics
have anticipated translational … (CNNs) as a deep learning approach in health informatics have …

DeepHealth: Review and challenges of artificial intelligence in health informatics

GH Kwak, P Hui - arXiv preprint arXiv:1909.00384, 2019 - arxiv.org
… applied to health informatics is presented. We begin by introducing some common non-deep
learning models used in many studies to compare or combine with deep learning models. …

Foundations of deep learning and its applications to health informatics

SS Raoof, MA Jabbar, S Tiwari - … and Health Informatics, 2021 - taylorfrancis.com
… concepts and models in deep learning. We reviewed the deep learning models such as RNN…
We also provided detailed case studies of deep learning in healthcare. Challenges faced in …

Deep Learning for Medical Informatics and Public Health

KA Shastry, HA Sanjay, M Lakshmi… - … Using Deep Learning …, 2022 - Wiley Online Library
… (PH) represents the science of safeguarding and improving community health. In this regard,
deep learning (DL) represents an interesting area of research. DL application has been …

[PDF][PDF] A secure cellular automata integrated deep learning mechanism for health informatics.

KS Pokkuluri, DN Usha - Int. Arab J. Inf. Technol., 2021 - iajit.org
deep learning augmented with non-linear cellular automata with greater security, adaptability
for health informatics… many open problems in medical informatics, bioinformatics, and …

Deep Learning in Biomedical and Health Informatics: Current Applications and Possibilities

MA Jabbar, A Abraham, O Dogan, AM Madureira… - 2021 - books.google.com
… the foundations of deep learning and its applications to health informatics. It … deep learning
history, various models used in deep learning, and deep learning applications in healthcare. …

An improved deep learning mechanism for EEG recognition in sports health informatics

T Zhao, J Zhang, Z Wang, R Alturki - Neural Computing and Applications, 2023 - Springer
… This study uses deep learning methods to analyze the EEG signals of athletes. It then proposes
and designs a channel attention module connected to the input layer of the convolutional …

Applications of deep learning in healthcare and biomedicine

S Mittal, Y Hasija - Deep learning techniques for biomedical and health …, 2020 - Springer
deep learning show an improved potential in learning patterns and extracting attributes from
a complex dataset. We would first introduce deep learning … its applications in healthcare and …

[图书][B] Handbook of deep learning in biomedical engineering and health informatics

EG Julie, YH Robinson, SM Jaisakthi - 2021 - books.google.com
… Summary:“This new volume discusses state-of-the-art deep learning techniques and
approaches that can be applied in biomedical systems and health informatics. Deep learning in the …