Zobrazeno 1 - 10
of 36
pro vyhledávání: '"Omran Al-Shamma"'
Publikováno v:
Baghdad Science Journal, Vol 21, Iss 11 (2024)
Early diagnosis of brain tumor enhances the possibility of patients being cured. With the progress of the use of artificial intelligence in the medical field, the detection of brain tumors has become one of the researchers’ interests. Obtaining whi
Externí odkaz:
https://doaj.org/article/95a45a5e866547979fd9b786f4319b8d
Autor:
Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Al-Dujaili, Ye Duan, Omran Al-Shamma, J. Santamaría, Mohammed A. Fadhel, Muthana Al-Amidie, Laith Farhan
Publikováno v:
Journal of Big Data, Vol 8, Iss 1, Pp 1-74 (2021)
Abstract In the last few years, the deep learning (DL) computing paradigm has been deemed the Gold Standard in the machine learning (ML) community. Moreover, it has gradually become the most widely used computational approach in the field of ML, thus
Externí odkaz:
https://doaj.org/article/bdd5bd1947654336a8e41fd116cd6481
Autor:
Laith Alzubaidi, Ye Duan, Ayad Al-Dujaili, Ibraheem Kasim Ibraheem, Ahmed H. Alkenani, Jose Santamaría, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang
Publikováno v:
PeerJ Computer Science, Vol 7, p e715 (2021)
Transfer learning (TL) has been widely utilized to address the lack of training data for deep learning models. Specifically, one of the most popular uses of TL has been for the pre-trained models of the ImageNet dataset. Nevertheless, although these
Externí odkaz:
https://doaj.org/article/466a34db76cf48eb8d3eab4706c77b31
Autor:
Ahmed Jawad A. AlBdairi, Zhu Xiao, Ahmed Alkhayyat, Amjad J. Humaidi, Mohammed A. Fadhel, Bahaa Hussein Taher, Laith Alzubaidi, José Santamaría, Omran Al-Shamma
Publikováno v:
Applied Sciences, Vol 12, Iss 5, p 2605 (2022)
In the last decade, there has been a surge of interest in addressing complex Computer Vision (CV) problems in the field of face recognition (FR). In particular, one of the most difficult ones is based on the accurate determination of the ethnicity of
Externí odkaz:
https://doaj.org/article/a4a566ae360942ae8aba3a7fbe55850d
Autor:
Laith Alzubaidi, Mohammed A. Fadhel, Omran Al-Shamma, Jinglan Zhang, J. Santamaría, Ye Duan, Sameer R. Oleiwi
Publikováno v:
Applied Sciences, Vol 10, Iss 13, p 4523 (2020)
One of the main challenges of employing deep learning models in the field of medicine is a lack of training data due to difficulty in collecting and labeling data, which needs to be performed by experts. To overcome this drawback, transfer learning (
Externí odkaz:
https://doaj.org/article/48088eb6494b46608af1dd86d9300ad8
Autor:
Duaa Al-Naqeeb, Omran Al-Shamma
Publikováno v:
2022 International Conference on Data Science and Intelligent Computing (ICDSIC).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e54e3b55d9d77b743ec8a5d15951e914
https://doi.org/10.1109/icdsic56987.2022.10075981
https://doi.org/10.1109/icdsic56987.2022.10075981
Autor:
Nawras Q. Al-Ani, Omran Al-Shamma
Publikováno v:
International Journal of Electrical and Computer Engineering (IJECE). 13:4582
Early detection and treatment in the medical field offer a critical opportunity to survive people. However, the brain has a significant role in human life as it handles most human body activities. Accurate diagnosis of brain tumors dramatically helps
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1fa0cc4b42fae19b59d9d23ea834fabd
https://doi.org/10.11591/ijece.v13i4.pp4582-4593
https://doi.org/10.11591/ijece.v13i4.pp4582-4593
Publikováno v:
Indonesian Journal of Electrical Engineering and Computer Science. 30:1624
The development in the field of computer technology, and the increase in the growth rate of database, alongside the extraction of certain data from a huge pool of database involve intricate and complex processes. The processes comprise text mining, p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bac3b9e3ae1b3558a9f3c341bb3c001e
https://doi.org/10.11591/ijeecs.v30.i3.pp1624-1633
https://doi.org/10.11591/ijeecs.v30.i3.pp1624-1633
Autor:
Nawras Al-Ani, Omran Al-Shamma
Publikováno v:
2022 8th International Conference on Contemporary Information Technology and Mathematics (ICCITM).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cc841d0364dd7cb4670da4060d3aba62
https://doi.org/10.1109/iccitm56309.2022.10031630
https://doi.org/10.1109/iccitm56309.2022.10031630
Autor:
Laith Alzubaidi, Mohammed A. Fadhel, Jinglan Zhang, José Santamaría, Omran Al-Shamma, Ye Duan
Publikováno v:
Multimedia Tools and Applications. 81:13289-13317
Nowadays medical imaging plays a vital role in diagnosing the various types of diseases among patients across the healthcare system. Robust and accurate analysis of medical data is crucial to achieving a successful diagnosis from physicians. Traditio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5563bb7f1ed90305f0e32ee5f861b4d9
https://doi.org/10.1007/s11042-021-10942-9
https://doi.org/10.1007/s11042-021-10942-9