Standout Papers

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions 2021 2026 2022 20243.6k
  1. Review of deep learning: concepts, CNN architectures, challenges, applications, future directions (2021)
    Laith Alzubaidi, Jinglan Zhang et al. Journal Of Big Data
  2. A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications (2023)
    Laith Alzubaidi, Jinshuai Bai et al. Journal Of Big Data
  3. Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data (2021)
    Laith Alzubaidi, Muthana Al‐Amidie et al. Cancers
  4. A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations (2023)
    Laith Alzubaidi, Jinglan Zhang et al. Expert Systems with Applications

Immediate Impact

2 from Science/Nature 55 standout
Sub-graph 1 of 23

Citing Papers

Digital twin-inspired methods for rotating machinery intelligent fault diagnosis and remaining useful life prediction: A state-of-the-art review and future challenges
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Machine learning in point-of-care testing: innovations, challenges, and opportunities
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3 intermediate papers

Works of Ye Duan being referenced

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data
2021 Standout
and 1 more

Author Peers

Author Last Decade Papers Cites
Ye Duan 1155 926 1445 85 5.5k
Jinglan Zhang 1118 874 1554 87 5.7k
Laith Alzubaidi 1101 999 1806 72 5.9k
José Santamaría 1246 829 1589 50 5.4k
Mohammed A. Fadhel 1027 924 1614 34 5.2k
Amjad J. Humaidi 1120 626 1297 142 5.8k
Ting Liu 1337 351 1210 71 4.8k
Ayad Q. Al-Dujaili 687 524 1000 35 3.9k
Omran Al-Shamma 880 793 1280 21 4.3k
P. M. Durai Raj Vincent 2096 536 3152 81 8.0k
Anil A. Bharath 1630 780 1556 77 5.8k

All Works

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Rankless by CCL
2026