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Mohammed A. Fadhel (Mohammed Abdulraheem Fadhel)
Mohammed A. Fadhel (Mohammed Abdulraheem Fadhel)
University of Sumer /Collage of Computer Science & Information Technology, IRAQ
Adresă de e-mail confirmată pe uos.edu.iq
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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, 1-74, 2021
66612021
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 96, 156-191, 2023
4652023
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
4582023
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
2682021
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
2662020
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
2012020
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
1832020
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
1722020
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
942021
Comprehensive systematic review of information fusion methods in smart cities and urban environments
MA Fadhel, AM Duhaim, A Saihood, A Sewify, MNA Al-Hamadani, ...
Information Fusion, 102317, 2024
732024
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
612020
Towards Risk‐Free Trustworthy Artificial Intelligence: Significance and Requirements
L Alzubaidi, A Al-Sabaawi, J Bai, A Dukhan, AH Alkenani, A Al-Asadi, ...
International Journal of Intelligent Systems 2023 (1), 4459198, 2023
582023
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
552022
Image processing-based diagnosis of sickle cell anemia in erythrocytes
MA Fadhel, AJ Humaidi, SR Oleiwi
2017 Annual conference on new trends in information & communications …, 2017
502017
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
472021
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
462021
Face recognition based on deep learning and FPGA for ethnicity identification
AJA AlBdairi, Z Xiao, A Alkhayyat, AJ Humaidi, MA Fadhel, BH Taher, ...
Applied Sciences 12 (5), 2605, 2022
382022
MedNet: pre-trained convolutional neural network model for the medical imaging tasks
L Alzubaidi, J Santamaría, M Manoufali, B Mohammed, MA Fadhel, ...
arXiv preprint arXiv:2110.06512, 2021
332021
Automated brain tumor classification using various deep learning models: a comparative study
AA Abbood, QM Shallal, MA Fadhel, QM Shallal
Indonesian Journal of Electrical Engineering and Computer Science 22 (1 …, 2021
332021
A machine learning approach to employee performance prediction within administrative information systems
AK Ahmed, SQ Younus, SR Ahmed, S Algburi, MA Fadhel
2023 7th International Symposium on Innovative Approaches in Smart …, 2023
322023
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