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

1 from Science/Nature 56 standout
Sub-graph 1 of 22

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
2025 Standout
Machine learning in point-of-care testing: innovations, challenges, and opportunities
2025 Standout
3 intermediate papers

Works of Jinglan Zhang 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
Jinglan Zhang 300 1554 422 1118 874 87 5.7k
Laith Alzubaidi 13 1806 260 1101 999 72 5.9k
Ye Duan 16 1445 215 1155 926 85 5.5k
José Santamaría 13 1589 249 1246 829 50 5.4k
Giuseppe Jurman 10 1854 308 520 584 89 8.6k
Davide Chicco 13 2048 319 552 585 63 8.1k
Mohammed A. Fadhel 13 1614 229 1027 924 34 5.2k
Amjad J. Humaidi 13 1297 227 1120 626 142 5.8k
Pierre Geurts 16 1953 296 696 418 100 11.9k
Ting Liu 10 1210 274 1337 351 71 4.8k
P. M. Durai Raj Vincent 14 3152 717 2096 536 81 8.0k

All Works

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Rankless by CCL
2026