Review of deep learning: Concepts, CNN architectures, challenges, applications, future directions L Alzubaidi, J Zhang, AJ Humaidi, A Al-Dujaili, Y Duan, O Al-Shamma, ... Journal of big Data 8 (1), 1-74, 2021 | 4443 | 2021 |
Towards a better understanding of transfer learning for medical imaging: a case study L Alzubaidi, MA Fadhel, O Al-Shamma, J Zhang, J Santamaría, Y Duan, ... Applied Sciences 10 (13), 4523, 2020 | 211 | 2020 |
A systematic review of trustworthy and explainable artificial intelligence in healthcare: Assessment of quality, bias risk, and data fusion AS Albahri, AM Duhaim, MA Fadhel, A Alnoor, NS Baqer, L Alzubaidi, ... Information Fusion, 2023 | 201 | 2023 |
Novel transfer learning approach for medical imaging with limited labeled data L Alzubaidi, M Al-Amidie, A Al-Asadi, AJ Humaidi, O Al-Shamma, ... Cancers 13 (7), 1590, 2021 | 197 | 2021 |
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications L Alzubaidi, J Bai, A Al-Sabaawi, J Santamaría, AS Albahri, ... Journal of Big Data 10 (1), 46, 2023 | 180 | 2023 |
Review of the state of the art of deep learning for plant diseases: A broad analysis and discussion RI Hasan, SM Yusuf, L Alzubaidi Plants 9 (10), 1302, 2020 | 168 | 2020 |
Deep learning models for classification of red blood cells in microscopy images to aid in sickle cell anemia diagnosis L Alzubaidi, MA Fadhel, O Al-Shamma, J Zhang, Y Duan Electronics 9 (3), 427, 2020 | 161 | 2020 |
DFU_QUTNet: diabetic foot ulcer classification using novel deep convolutional neural network L Alzubaidi, MA Fadhel, SR Oleiwi, O Al-Shamma, J Zhang Multimedia Tools and Applications 79 (21), 15655-15677, 2020 | 151 | 2020 |
Optimizing the performance of breast cancer classification by employing the same domain transfer learning from hybrid deep convolutional neural network model L Alzubaidi, O Al-Shamma, MA Fadhel, L Farhan, J Zhang, Y Duan Electronics 9 (3), 445, 2020 | 149 | 2020 |
A physics-informed neural network technique based on a modified loss function for computational 2D and 3D solid mechanics J Bai, T Rabczuk, A Gupta, L Alzubaidi, Y Gu Computational Mechanics 71 (3), 543-562, 2023 | 66 | 2023 |
IoT and Cloud Computing in Health-Care: A New Wearable Device and Cloud-Based Deep Learning Algorithm for Monitoring of Diabetes AR Nasser, AM Hasan, AJ Humaidi, A Alkhayyat, L Alzubaidi, MA Fadhel, ... Electronics 10 (21), 2719, 2021 | 65 | 2021 |
Classification of red blood cells in sickle cell anemia using deep convolutional neural network L Alzubaidi, O Al-Shamma, MA Fadhel, L Farhan, J Zhang Intelligent Systems Design and Applications: 18th International Conference …, 2020 | 59 | 2020 |
Robust application of new deep learning tools: an experimental study in medical imaging L Alzubaidi, MA Fadhel, O Al-Shamma, J Zhang, J Santamaría, Y Duan Multimedia Tools and Applications 81 (10), 13289-13317, 2022 | 40 | 2022 |
Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study L Alzubaidi, Y Duan, A Al-Dujaili, IK Ibraheem, AH Alkenani, J Santamaría, ... PeerJ Computer Science 7, e715, 2021 | 35 | 2021 |
An efficient data packet scheduling scheme for Internet of Things networks L Farhan, L Alzubaidi, M Abdulsalam, AJ Abboud, M Hammoudeh, ... 2018 1st International Scientific Conference of Engineering Sciences-3rd …, 2018 | 33 | 2018 |
Energy Efficiency for Green Internet of Things (IoT) Networks: A Survey L Farhan, RS Hameed, AS Ahmed, AH Fadel, W Gheth, L Alzubaidi, ... Network 1 (3), 279-314, 2021 | 32 | 2021 |
Toward Interference Aware IoT Framework: Energy and Geo-Location-Based-Modeling L Farhan, O Kaiwartya, L Alzubaidi, W Gheth, E Dimla, R Kharel IEEE Access 7, 56617-56630, 2019 | 32 | 2019 |
Review on Deep Learning Approaches for Anomaly Event Detection in Video Surveillance SA Jebur, KA Hussein, HK Hoomod, L Alzubaidi, J Santamaría Electronics 12 (1), 29, 2022 | 31 | 2022 |
Amended convolutional neural network with global average pooling for image classification A Al-Sabaawi, HM Ibrahim, ZM Arkah, M Al-Amidie, L Alzubaidi International Conference on Intelligent Systems Design and Applications, 171-180, 2020 | 28 | 2020 |
Boosting convolutional neural networks performance based on FPGA accelerator O Al-Shamma, MA Fadhel, RA Hameed, L Alzubaidi, J Zhang Intelligent Systems Design and Applications: 18th International Conference …, 2020 | 28 | 2020 |