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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
Verified email at uos.edu.iq
Title
Cited by
Cited by
Year
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
43082021
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
2102020
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
1952021
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
1872023
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
1752023
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
1612020
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
1482020
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
1482020
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. J Big Data 8, 53 (2021)
L Alzubaidi, J Zhang, AJ Humaidi, A Al-Dujaili, Y Duan, O Al-Shamma, ...
86
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
652021
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
592020
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
492017
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
402022
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
352021
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
312021
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. J Big Data 8: 1–74
L Alzubaidi, J Zhang, AJ Humaidi, A Al-Dujaili, Y Duan, O Al-Shamma, ...
312021
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
282020
FPGA-based lane-detection architecture for autonomous vehicles: A real-time design and development
AJ Humaidi, S Hassan, MA Fadhel
The Asian International Journal of Life Sciences 16 (1), 223-237, 2018
282018
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
252022
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
252021
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