Alzheimer's diseases detection by using deep learning algorithms: a mini-review
The accurate diagnosis of Alzheimer’s disease (AD) plays an important role in patient treatment, especially at the disease’s early stages, because risk awareness allows the patients to undergo preventive measures even before the occurrence of irreversible brain damage. Although many recent studies h...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
IEEE
2020
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/28454/ http://umpir.ump.edu.my/id/eprint/28454/1/09075205.pdf http://umpir.ump.edu.my/id/eprint/28454/7/Alzheimer%27s%20diseases%20detection%20by%20using%20deep%20learning%20algorithms.pdf |
| _version_ | 1848823058171691008 |
|---|---|
| author | Al-Shoukry, Suhad Rassem, Taha H. Makbol, Nasrin M. |
| author_facet | Al-Shoukry, Suhad Rassem, Taha H. Makbol, Nasrin M. |
| author_sort | Al-Shoukry, Suhad |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | The accurate diagnosis of Alzheimer’s disease (AD) plays an important role in patient treatment, especially at the disease’s early stages, because risk awareness allows the patients to undergo preventive measures even before the occurrence of irreversible brain damage. Although many recent studies have used computers to diagnose AD, most machine detection methods are limited by congenital observations. AD can be diagnosed-but not predicted-at its early stages, as prediction is only applicable before the disease manifests itself. Deep Learning (DL) has become a common technique for the early diagnosis of AD. Here, we briefly review some of the important literature on AD and explore how DL can help researchers diagnose the disease at its early stages. |
| first_indexed | 2025-11-15T02:51:06Z |
| format | Article |
| id | ump-28454 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T02:51:06Z |
| publishDate | 2020 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-284542020-07-14T02:10:25Z http://umpir.ump.edu.my/id/eprint/28454/ Alzheimer's diseases detection by using deep learning algorithms: a mini-review Al-Shoukry, Suhad Rassem, Taha H. Makbol, Nasrin M. QA75 Electronic computers. Computer science QA76 Computer software The accurate diagnosis of Alzheimer’s disease (AD) plays an important role in patient treatment, especially at the disease’s early stages, because risk awareness allows the patients to undergo preventive measures even before the occurrence of irreversible brain damage. Although many recent studies have used computers to diagnose AD, most machine detection methods are limited by congenital observations. AD can be diagnosed-but not predicted-at its early stages, as prediction is only applicable before the disease manifests itself. Deep Learning (DL) has become a common technique for the early diagnosis of AD. Here, we briefly review some of the important literature on AD and explore how DL can help researchers diagnose the disease at its early stages. IEEE 2020-04-21 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/28454/1/09075205.pdf pdf en http://umpir.ump.edu.my/id/eprint/28454/7/Alzheimer%27s%20diseases%20detection%20by%20using%20deep%20learning%20algorithms.pdf Al-Shoukry, Suhad and Rassem, Taha H. and Makbol, Nasrin M. (2020) Alzheimer's diseases detection by using deep learning algorithms: a mini-review. IEEE Access, 8. 77131 - 77141. ISSN 2169-3536. (Published) https://doi.org/10.1109/ACCESS.2020.2989396 https://doi.org/10.1109/ACCESS.2020.2989396 |
| spellingShingle | QA75 Electronic computers. Computer science QA76 Computer software Al-Shoukry, Suhad Rassem, Taha H. Makbol, Nasrin M. Alzheimer's diseases detection by using deep learning algorithms: a mini-review |
| title | Alzheimer's diseases detection by using deep learning algorithms: a mini-review |
| title_full | Alzheimer's diseases detection by using deep learning algorithms: a mini-review |
| title_fullStr | Alzheimer's diseases detection by using deep learning algorithms: a mini-review |
| title_full_unstemmed | Alzheimer's diseases detection by using deep learning algorithms: a mini-review |
| title_short | Alzheimer's diseases detection by using deep learning algorithms: a mini-review |
| title_sort | alzheimer's diseases detection by using deep learning algorithms: a mini-review |
| topic | QA75 Electronic computers. Computer science QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/28454/ http://umpir.ump.edu.my/id/eprint/28454/ http://umpir.ump.edu.my/id/eprint/28454/ http://umpir.ump.edu.my/id/eprint/28454/1/09075205.pdf http://umpir.ump.edu.my/id/eprint/28454/7/Alzheimer%27s%20diseases%20detection%20by%20using%20deep%20learning%20algorithms.pdf |