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Laith Alzubaidi
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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
39102021
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
1972020
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
1832021
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
1632023
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
1562020
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
1522020
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
1422020
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
1412020
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
1292023
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
582023
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
582021
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
582020
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
362022
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
332021
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
322018
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
302019
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
292021
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
272022
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
272020
Human emotion classification based on respiration signal
RA Hameed, MK Sabir, MA Fadhel, O Al-Shamma, L Alzubaidi
Proceedings of the International Conference on Information and Communication …, 2019
252019
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Articles 1–20