Ye Duan

Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study

Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi, 2021, PeerJ Comput. Sci..

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Amjad J. Humaidi, Ayad Q. Al-Dujaili, Laith Farhan, 2021, Journal of Big Data.

A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications

A. S. Albahri, José I. Santamaría, Laith Farhan, 2023, Journal of Big Data.

IoT and Cloud Computing in Health-Care: A New Wearable Device and Cloud-Based Deep Learning Algorithm for Monitoring of Diabetes

Mohammed A. Fadhel, Laith Alzubaidi, Ahmed Alkhayyat, 2021, Electronics.

Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements

Ahmed H. Alkenani, José I. Santamaría, M. Manoufali, 2023, Int. J. Intell. Syst..

A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations

Laith Alzubaidi, Ye Duan, Jinglan Zhang, 2023, Expert Systems with Applications.

An Experimental Comparison of Transfer Learning against Self-supervised Learning

Ye Duan, Jinglan Zhang, Yuantong Gu, 2024, 2407.05592.

Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion

José I. Santamaría, M. Manoufali, K. Cutbush, 2024, Artificial Intelligence in Medicine.