A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications
Alzubaidi, Laith, Bai, Jinshuai, Al-Sabaawi, Aiman, Santamaría, Jose, Albahri, A. S., Al-dabbagh, Bashar Sami Nayyef, Fadhel, Mohammed A., Manoufali, Mohamed, Zhang, Jinglan, Al-Timemy, Ali H., Duan, Ye, Abdullah, Amjed, Farhan, Laith, Lu, Yi, Gupta, Ashish, Albu, Felix, Abbosh, Amin, Gu, Yuantong
Published in Journal of big data (01.12.2023)
Published in Journal of big data (01.12.2023)
Get full text
Journal Article
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
Alzubaidi, Laith, Zhang, Jinglan, Humaidi, Amjad J., Al-Dujaili, Ayad, Duan, Ye, Al-Shamma, Omran, Santamaría, J., Fadhel, Mohammed A., Al-Amidie, Muthana, Farhan, Laith
Published in Journal of big data (31.03.2021)
Published in Journal of big data (31.03.2021)
Get full text
Journal Article
Towards a Better Understanding of Transfer Learning for Medical Imaging: A Case Study
Alzubaidi, Laith, Fadhel, Mohammed A., Al-Shamma, Omran, Zhang, Jinglan, Santamaría, J., Duan, Ye, R. Oleiwi, Sameer
Published in Applied sciences (01.07.2020)
Published in Applied sciences (01.07.2020)
Get full text
Journal Article
Energy Efficiency for Green Internet of Things (IoT) Networks: A Survey
Farhan, Laith, Hameed, Rasha Subhi, Ahmed, Asraa Safaa, Fadel, Ali Hussein, Gheth, Waled, Alzubaidi, Laith, Fadhel, Mohammed A., Al-Amidie, Muthana
Published in Network (Basel) (01.12.2021)
Published in Network (Basel) (01.12.2021)
Get full text
Journal Article
Face Recognition Based on Deep Learning and FPGA for Ethnicity Identification
AlBdairi, Ahmed Jawad A., Xiao, Zhu, Alkhayyat, Ahmed, Humaidi, Amjad J., Fadhel, Mohammed A., Taher, Bahaa Hussein, Alzubaidi, Laith, Santamaría, José, Al-Shamma, Omran
Published in Applied sciences (01.03.2022)
Published in Applied sciences (01.03.2022)
Get full text
Journal Article
Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study
Alzubaidi, Laith, Duan, Ye, Al-Dujaili, Ayad, Ibraheem, Ibraheem Kasim, Alkenani, Ahmed H, Santamaría, Jose, Fadhel, Mohammed A, Al-Shamma, Omran, Zhang, Jinglan
Published in PeerJ. Computer science (28.09.2021)
Published in PeerJ. Computer science (28.09.2021)
Get full text
Journal Article
Optimizing the Performance of Breast Cancer Classification by Employing the Same Domain Transfer Learning from Hybrid Deep Convolutional Neural Network Model
Alzubaidi, Laith, Al-Shamma, Omran, Fadhel, Mohammed A., Farhan, Laith, Zhang, Jinglan, Duan, Ye
Published in Electronics (Basel) (01.03.2020)
Published in Electronics (Basel) (01.03.2020)
Get full text
Journal Article
Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data
Alzubaidi, Laith, Al-Amidie, Muthana, Al-Asadi, Ahmed, Humaidi, Amjad J, Al-Shamma, Omran, Fadhel, Mohammed A, Zhang, Jinglan, Santamaría, J, Duan, Ye
Published in Cancers (30.03.2021)
Published in Cancers (30.03.2021)
Get full text
Journal Article
Multiside graph neural network-based attention for local co-occurrence features fusion in lung nodule classification
Ali Saihood, Ahmed, Asaad Hasan, Mustafa, mahmood shnawa, Shafaa, Fadhel, Mohammed A, Alzubaid, Laith, Gupta, Ashish, Gu, Yuantong
Published in Expert systems with applications (15.10.2024)
Published in Expert systems with applications (15.10.2024)
Get full text
Journal Article
IoT and Cloud Computing in Health-Care: A New Wearable Device and Cloud-Based Deep Learning Algorithm for Monitoring of Diabetes
Nasser, Ahmed R., Hasan, Ahmed M., Humaidi, Amjad J., Alkhayyat, Ahmed, Alzubaidi, Laith, Fadhel, Mohammed A., Santamaría, José, Duan, Ye
Published in Electronics (Basel) (01.11.2021)
Published in Electronics (Basel) (01.11.2021)
Get full text
Journal Article
SSP: self-supervised pertaining technique for classification of shoulder implants in x-ray medical images: a broad experimental study
Alzubaidi, Laith, Fadhel, Mohammed A., Hollman, Freek, Salhi, Asma, Santamaria, Jose, Duan, Ye, Gupta, Ashish, Cutbush, Kenneth, Abbosh, Amin, Gu, Yuantong
Published in The Artificial intelligence review (18.08.2024)
Published in The Artificial intelligence review (18.08.2024)
Get full text
Journal Article
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements
Alzubaidi, Laith, Al-Sabaawi, Aiman, Bai, Jinshuai, Dukhan, Ammar, Alkenani, Ahmed H., Al-Asadi, Ahmed, Alwzwazy, Haider A., Manoufali, Mohamed, Fadhel, Mohammed A., Albahri, A. S., Moreira, Catarina, Ouyang, Chun, Zhang, Jinglan, Santamaría, Jose, Salhi, Asma, Hollman, Freek, Gupta, Ashish, Duan, Ye, Rabczuk, Timon, Abbosh, Amin, Gu, Yuantong
Published in International journal of intelligent systems (26.10.2023)
Published in International journal of intelligent systems (26.10.2023)
Get full text
Journal Article
Trustworthy deep learning framework for the detection of abnormalities in X-ray shoulder images
Alzubaidi, Laith, Salhi, Asma, A Fadhel, Mohammed, Bai, Jinshuai, Hollman, Freek, Italia, Kristine, Pareyon, Roberto, Albahri, A S, Ouyang, Chun, Santamaría, Jose, Cutbush, Kenneth, Gupta, Ashish, Abbosh, Amin, Gu, Yuantong
Published in PloS one (11.03.2024)
Published in PloS one (11.03.2024)
Get full text
Journal Article
Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion
Alzubaidi, Laith, AL-Dulaimi, Khamael, Salhi, Asma, Alammar, Zaenab, Fadhel, Mohammed A., Albahri, A.S., Alamoodi, A.H., Albahri, O.S., Hasan, Amjad F., Bai, Jinshuai, Gilliland, Luke, Peng, Jing, Branni, Marco, Shuker, Tristan, Cutbush, Kenneth, Santamaría, Jose, Moreira, Catarina, Ouyang, Chun, Duan, Ye, Manoufali, Mohamed, Jomaa, Mohammad, Gupta, Ashish, Abbosh, Amin, Gu, Yuantong
Published in Artificial intelligence in medicine (01.09.2024)
Published in Artificial intelligence in medicine (01.09.2024)
Get full text
Journal Article
Navigating the metaverse: unraveling the impact of artificial intelligence—a comprehensive review and gap analysis
Fadhel, Mohammed A., Duhaim, Ali M., Albahri, A. S., Al-Qaysi, Z. T., Aktham, M. A., Chyad, M. A., Abd-Alaziz, Wael, Albahri, O. S., Alamoodi, A.H., Alzubaidi, Laith, Gupta, Ashish, Gu, Yuantong
Published in The Artificial intelligence review (20.08.2024)
Published in The Artificial intelligence review (20.08.2024)
Get full text
Journal Article
MEFF – A model ensemble feature fusion approach for tackling adversarial attacks in medical imaging
Alzubaidi, Laith, AL–Dulaimi, Khamael, Obeed, Huda Abdul-Hussain, Saihood, Ahmed, Fadhel, Mohammed A., Jebur, Sabah Abdulazeez, Chen, Yubo, Albahri, A.S., Santamaría, Jose, Gupta, Ashish, Gu, Yuantong
Published in Intelligent systems with applications (01.06.2024)
Published in Intelligent systems with applications (01.06.2024)
Get full text
Journal Article