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 …

[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

[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

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 …

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 for clinical and health informatics

AK Tyagi, MM Nair - … and Deep Learning for Medical Care …, 2021 - Wiley Online Library
Healthcare informatics gives digital access to the history and records of patients, surgeons,
… A Health Informatics specialist is not on the front lines of healthcare. HI enforces medical …

Deep Learning in Health Informatics

F Wang - IEEE Journal of, 2016 - conferences.computer.org
deep learning models to healthcare data. Based on the analyzed work, I suggest that deep
learning … be the vehicle for translating big biomedical data into improved human health. But …

[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 …

Introduction to Deep Learning in Health Informatics

M Jyotiyana, N Kesswani - Biomedical Data Mining for …, 2021 - Wiley Online Library
… as health informaticsdeep learning methods used in CAD and in the health sector. Also we
have discussed many application areas in the field of medical imaging and health informatics

[图书][B] Deep learning, machine learning and IoT in biomedical and health informatics: techniques and applications

S Dash, SK Pani, JJPC Rodrigues, B Majhi - 2022 - books.google.com
Informatics This section focuses on five chapters, wherein state-of-the-art deep learning
techniques are discussed for diagnosis and prognosis of different healthcare problems. Chapter …