[HTML][HTML] A review on deep learning approaches in healthcare systems: Taxonomies, challenges, and open issues

S Shamshirband, M Fathi, A Dehzangi… - Journal of Biomedical …, 2021 - Elsevier
… , Deep Learning (DL) … the healthcare systems. Motivated by this consideration, the contribution
of this paper is to investigate the deep learning approaches applied to healthcare systems

[PDF][PDF] Deep learning in healthcare system

M Malik, Y Singh, P Garg, S Gupta - International Journal of Grid …, 2020 - researchgate.net
… , healthcare … of healthcare in future through the ongoing synergy and regular evolvement
of DL. This chapter detailed DL framework for healthcare along with detailing of deep learning

Deep learning for healthcare: review, opportunities and challenges

R Miotto, F Wang, S Wang, X Jiang… - Briefings in …, 2018 - academic.oup.com
deep learning technologies to advance the health care domain. Based on the analyzed work,
we suggest that deep learning … biomedical data into improved human health. However, we …

Recent deep learning techniques, challenges and its applications for medical healthcare system: a review

SK Pandey, RR Janghel - Neural Processing Letters, 2019 - Springer
learning, which assigns some initial values to the network. This article describes the all deep
learning … This review highlights the till date progress of the six deep learning techniques …

Improvement in analyzing healthcare systems using deep learning architecture

KP Subiksha - 2018 4th International Conference on …, 2018 - ieeexplore.ieee.org
… for integrating healthcare systems. Based on the model, a distributed deep learning
architecture is presented that can be readily integrate various healthcare database and systems

Healthcare techniques through deep learning: issues, challenges and opportunities

R Amin, MA Al Ghamdi, SH Almotiri, M Alruily - IEEE Access, 2021 - ieeexplore.ieee.org
… discusses the deep learning methods used in different healthcare fields… Healthcare systems.
The major portion of the survey discusses the deep learning applications used in healthcare

A call for deep-learning healthcare

B Norgeot, BS Glicksberg, AJ Butte - Nature medicine, 2019 - nature.com
… is the time to create smarter healthcare systems in which the best treatment decisions are
computationally learned from electronic health record data by deep-learning methodologies. …

Deep learning in healthcare

YW Chen, LC Jain - Paradigms and Applications; Springer: Berlin …, 2020 - Springer
With the rapid development of computer technologies and explosive growth of big data, a
growing interest has been seen in Deep Learning (DL). DL can also be considered as a subset …

Reviewing methods of deep learning for intelligent healthcare systems in genomics and biomedicine

I Zafar, S Anwar, W Yousaf, FU Nisa, T Kausar… - … Signal Processing and …, 2023 - Elsevier
healthcare systems (IHS) in genomics and biomedicine. This paper explores advanced
concepts in deep learning … and biomedicine to integrate intelligent healthcare systems (IHS). The …

[HTML][HTML] Benchmarking deep learning models on large healthcare datasets

S Purushotham, C Meng, Z Che, Y Liu - Journal of biomedical informatics, 2018 - Elsevier
… We show that deep learning models obtain better results on ‘raw’ features which indicates
that rule-based preprocessing of clinical features is not necessary for deep learning models. …