[BOOK][B] Deep learning and convolutional neural networks for medical imaging and clinical informatics

L Lu, X Wang, G Carneiro, L Yang - 2019 - Springer
… databases, which can allow for more generalizable deep learning solutions, but … deep
learning methods to continue steadily along with a broader adoption of these solutions into clinical

Deep learning for clinical and health informatics

AK Tyagi, MM Nair�- …�and Deep Learning for Medical Care�…, 2021 - Wiley Online Library
… work related to DL in clinical informatics and HI. Now, next … , clinical informatics and nursing
informatics. Difference between both terms can be discussed as follows: • Clinical informatics

Deep learning for health informatics

D Rav�, 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 …

Efficient deep learning approaches for health informatics

TM Navamani�- Deep learning and parallel computing environment for�…, 2019 - Elsevier
… of various deep learning approaches in health informatics. A … limitations existing in the deep
learning models and highlights … information work flow and also for clinical decision making. …

Deep learning in biomedical informatics

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

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

S Dash, BR Acharya, M Mittal, A Abraham, A Kelemen - 2020 - Springer
… of biomedical 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 …

Biomedical informatics and machine learning for clinical genomics

JA Diao, IS Kohane, AK Manrai�- Human molecular genetics, 2018 - academic.oup.com
… Within the past decade, deep learning has made significant contributions to our ability to
understand and interpret genomic data, which is generally characterized by very high …

Clinical big data and deep learning: Applications, challenges, and future outlooks

Y Yu, M Li, L Liu, Y Li, J Wang�- Big Data Mining and Analytics, 2019 - ieeexplore.ieee.org
… of deep learning models to different types of clinical data. Finally, we discuss the challenge
of applying deep learning to clinical … in the secondary use of clinical informatics to improve …

Deep learning in clinical natural language processing: a methodical review

S Wu, K Roberts, S Datta, J Du, Z Ji, Y Si…�- …�Medical Informatics�…, 2020 - academic.oup.com
… Our analysis shows growing acceptance of deep learning as a baseline for NLP research, …
surprisingly nuanced (eg, the scarcity of French language clinical NLP with deep learning). …

The application of deep learning in biomedical informatics

S Wang, L Fu, J Yao, Y Li�- 2018 International Conference on�…, 2018 - ieeexplore.ieee.org
… recent medical informatics studies that employ deep learning, … and interpretable deep learning
architectures facilitating the … that deep learning could promote the biomedical informatics, …