Deep learning for smart fish farming: applications, opportunities and challenges

X Yang, S Zhang, J Liu, Q Gao, S Dong… - Reviews in …, 2021 - Wiley Online Library
… The rapid emergence of deep learning (DL) … new opportunities and a series of challenges
for information and data processing in smart fish farming. This paper focuses on applications of …

Deep learning for healthcare: review, opportunities and challenges

R Miotto, F Wang, S Wang, X Jiang… - Briefings in …, 2018 - academic.oup.com
… , at this point deep learning has not … deep learning framework, we review some of its
applications in the medical domain and we discuss the opportunities, challenges and applications

Deep learning applications and challenges in big data analytics

MM Najafabadi, F Villanustre, TM Khoshgoftaar… - Journal of big …, 2015 - Springer
… specific areas of Deep Learning can be improved to reflect certain challenges associated
with … the application of Deep Learning for specific Big Data Analytics, including learning from …

Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

C Xiao, E Choi, J Sun - Journal of the American Medical …, 2018 - academic.oup.com
… Second, we examine the tasks for several commonly used deep learning architectures.
Third, we discuss special challenges rising from modeling EHR data with deep learning, and …

Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review

S Hong, Y Zhou, J Shang, C Xiao, J Sun - Computers in biology and …, 2020 - Elsevier
… This paper summarizes existing deep learning research using ECG data from multiple
perspectives and highlights existing challenges and problems to identify potential future research …

A review on deep learning in machining and tool monitoring: Methods, opportunities, and challenges

V Nasir, F Sassani - The International Journal of Advanced Manufacturing …, 2021 - Springer
Machine learning and deep learning play a critical role in … for machine tools and process
health monitoring. This paper reviews the opportunities and challenges of deep learning (DL) …

Deep learning in drug discovery: opportunities, challenges and future prospects

A Lavecchia - Drug discovery today, 2019 - Elsevier
Deep Learning (DL) is another subset of AI, where models … Here, I analyze several relevant
DL applications and case … problematic issues, but also the successes and opportunities for …

Deep learning for wireless physical layer: Opportunities and challenges

T Wang, CK Wen, H Wang, F Gao… - China …, 2017 - ieeexplore.ieee.org
Machine learning (ML) has recently regained attention because of the successful applications
of deep learning (… straightforward applications, ML faces several challenges when applied …

A survey of deep learning on mobile devices: Applications, optimizations, challenges, and research opportunities

T Zhao, Y Xie, Y Wang, J Cheng, X Guo… - Proceedings of the …, 2022 - ieeexplore.ieee.org
… , Optimizations, Challenges, and Research Opportunities This article surveys the state-of-the-art
literature that focuses on deep learning optimization for mobile applications and devices…

Healthcare techniques through deep learning: issues, challenges and opportunities

R Amin, MA Al Ghamdi, SH Almotiri, M Alruily - IEEE Access, 2021 - ieeexplore.ieee.org
OPPORTUNITIES AND CHALLENGES In this section, we discuss the challenges and
opportunities related to deep learning … in the given field, some challenges still need to be resolved. …