Deep learning for health informatics

D Ravì, C Wong, F Deligianni… - … health informatics, 2016 - ieeexplore.ieee.org
… In the following sections of this review, we examine recent health informatics studies that
employ deep learning to discuss its relative strength and potential pitfalls. Furthermore, their …

[PDF][PDF] DeepHealth: Deep Learning for Health Informatics reviews, challenges, and opportunities on medical imaging, electronic health records, genomics, sensing …

GHJ Kwak, P Hui - arXiv preprint arXiv:1909.00384, 2019 - researchgate.net
… the main base models applied to health informatics. We begin by introducing some common
non-deep learning models used in many studies to compare or combine with deep learning

[图书][B] Deep learning techniques for biomedical and health informatics

S Dash, BR Acharya, M Mittal, A Abraham, A Kelemen - 2020 - Springer
… and health informatics, and deep learning will be highly benefited. This book would be a
good collection of state-of-the-art approaches for deep learning based biomedical and health

Efficient deep learning approaches for health informatics

TM Navamani - Deep learning and parallel computing environment for …, 2019 - Elsevier
health care features. Thus this book chapter deals with detailed analysis of various deep
learning approaches in health informatics… and their applications in the health care domain. Also …

[图书][B] Machine learning for health informatics

A Holzinger - 2016 - Springer
… Computer Science today has a large focus on machine learning algorithms and these are
Deep Learning allows models consisting of multiple layers to learn representations of data …

Deep learning for health informatics: Recent trends and future directions

S Srivastava, S Soman, A Rai… - … and informatics  …, 2017 - ieeexplore.ieee.org
… data in healthcare has paved the way for applications based on deep learning techniques …
This paper reviews recent trends and applications of deep learning applied to the healthcare

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 …

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 …