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For: Karaman A, Pacal I, Basturk A, Akay B, Nalbantoglu U, Coskun S, Sahin O, Karaboga D. Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC). Expert Systems with Applications 2023;221:119741. [DOI: 10.1016/j.eswa.2023.119741] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2025]
Number Cited by Other Article(s)
1
Pacal I, Ozdemir B, Zeynalov J, Gasimov H, Pacal N. A novel CNN-ViT-based deep learning model for early skin cancer diagnosis. Biomed Signal Process Control 2025;104:107627. [DOI: 10.1016/j.bspc.2025.107627] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2025]
2
Sun X, Ma J, Li Y. Efficient polyp detection algorithm based on deep learning. Scand J Gastroenterol 2025;60:502-515. [PMID: 40358097 DOI: 10.1080/00365521.2025.2503297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Revised: 04/23/2025] [Accepted: 05/01/2025] [Indexed: 05/15/2025]
3
Sasmal P, Kumar Panigrahi S, Panda SL, Bhuyan MK. Attention-guided deep framework for polyp localization and subsequent classification via polyp local and Siamese feature fusion. Med Biol Eng Comput 2025:10.1007/s11517-025-03369-z. [PMID: 40314710 DOI: 10.1007/s11517-025-03369-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Accepted: 04/16/2025] [Indexed: 05/03/2025]
4
Ozdemir B, Pacal I. A robust deep learning framework for multiclass skin cancer classification. Sci Rep 2025;15:4938. [PMID: 39930026 PMCID: PMC11811178 DOI: 10.1038/s41598-025-89230-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Accepted: 02/04/2025] [Indexed: 02/13/2025]  Open
5
Han T, Wang H, Li T, Liu Q, Huang Y. MHO: A Modified Hippopotamus Optimization Algorithm for Global Optimization and Engineering Design Problems. Biomimetics (Basel) 2025;10:90. [PMID: 39997113 PMCID: PMC11852793 DOI: 10.3390/biomimetics10020090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 02/03/2025] [Accepted: 02/03/2025] [Indexed: 02/26/2025]  Open
6
Alotaibi SR, Alohali MA, Maashi M, Alqahtani H, Alotaibi M, Mahmud A. Advances in colorectal cancer diagnosis using optimal deep feature fusion approach on biomedical images. Sci Rep 2025;15:4200. [PMID: 39905104 PMCID: PMC11794880 DOI: 10.1038/s41598-024-83466-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 12/16/2024] [Indexed: 02/06/2025]  Open
7
Wang KN, Wang H, Zhou GQ, Wang Y, Yang L, Chen Y, Li S. TSdetector: Temporal-Spatial self-correction collaborative learning for colonoscopy video detection. Med Image Anal 2025;100:103384. [PMID: 39579624 DOI: 10.1016/j.media.2024.103384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 09/24/2024] [Accepted: 10/28/2024] [Indexed: 11/25/2024]
8
Raju ASN, Venkatesh K, Rajababu M, Gatla RK, Eid MM, Ali E, Titova N, Sharaf ABA. A hybrid framework for colorectal cancer detection and U-Net segmentation using polynetDWTCADx. Sci Rep 2025;15:847. [PMID: 39757273 PMCID: PMC11701104 DOI: 10.1038/s41598-025-85156-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Accepted: 01/01/2025] [Indexed: 01/07/2025]  Open
9
Wan J, Zhu W, Chen B, Wang L, Chang K, Meng X. CRH-YOLO for precise and efficient detection of gastrointestinal polyps. Sci Rep 2024;14:30033. [PMID: 39627309 PMCID: PMC11615362 DOI: 10.1038/s41598-024-81842-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Accepted: 11/29/2024] [Indexed: 12/06/2024]  Open
10
Pacal I, Celik O, Bayram B, Cunha A. Enhancing EfficientNetv2 with global and efficient channel attention mechanisms for accurate MRI-Based brain tumor classification. CLUSTER COMPUTING 2024;27:11187-11212. [DOI: 10.1007/s10586-024-04532-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 04/08/2024] [Accepted: 04/22/2024] [Indexed: 05/14/2025]
11
Yaqoob A, Verma NK, Aziz RM, Shah MA. RNA-Seq analysis for breast cancer detection: a study on paired tissue samples using hybrid optimization and deep learning techniques. J Cancer Res Clin Oncol 2024;150:455. [PMID: 39390265 PMCID: PMC11467072 DOI: 10.1007/s00432-024-05968-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 09/21/2024] [Indexed: 10/12/2024]
12
Lubbad MAH, Kurtulus IL, Karaboga D, Kilic K, Basturk A, Akay B, Nalbantoglu OU, Yilmaz OMD, Ayata M, Yilmaz S, Pacal I. A Comparative Analysis of Deep Learning-Based Approaches for Classifying Dental Implants Decision Support System. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2024;37:2559-2580. [PMID: 38565730 PMCID: PMC11522249 DOI: 10.1007/s10278-024-01086-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 02/28/2024] [Accepted: 03/12/2024] [Indexed: 04/04/2024]
13
Alotaibi M, Alshardan A, Maashi M, Asiri MM, Alotaibi SR, Yafoz A, Alsini R, Khadidos AO. Exploiting histopathological imaging for early detection of lung and colon cancer via ensemble deep learning model. Sci Rep 2024;14:20434. [PMID: 39227664 PMCID: PMC11372073 DOI: 10.1038/s41598-024-71302-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Accepted: 08/27/2024] [Indexed: 09/05/2024]  Open
14
Pacal I. A novel Swin transformer approach utilizing residual multi-layer perceptron for diagnosing brain tumors in MRI images. INT J MACH LEARN CYB 2024;15:3579-3597. [DOI: 10.1007/s13042-024-02110-w] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 01/24/2024] [Indexed: 05/14/2025]
15
Chen J, Wang G, Zhou J, Zhang Z, Ding Y, Xia K, Xu X. AI support for colonoscopy quality control using CNN and transformer architectures. BMC Gastroenterol 2024;24:257. [PMID: 39123140 PMCID: PMC11316311 DOI: 10.1186/s12876-024-03354-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 08/06/2024] [Indexed: 08/12/2024]  Open
16
Jiang Y, Zhang Z, Hu Y, Li G, Wan X, Wu S, Cui S, Huang S, Li Z. ECC-PolypDet: Enhanced CenterNet With Contrastive Learning for Automatic Polyp Detection. IEEE J Biomed Health Inform 2024;28:4785-4796. [PMID: 37983159 DOI: 10.1109/jbhi.2023.3334240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
17
Kunduracioglu I, Pacal I. Advancements in deep learning for accurate classification of grape leaves and diagnosis of grape diseases. JOURNAL OF PLANT DISEASES AND PROTECTION 2024;131:1061-1080. [DOI: 10.1007/s41348-024-00896-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 02/20/2024] [Indexed: 05/14/2025]
18
Allogmani AS, Mohamed RM, Al-Shibly NM, Ragab M. Enhanced cervical precancerous lesions detection and classification using Archimedes Optimization Algorithm with transfer learning. Sci Rep 2024;14:12076. [PMID: 38802525 PMCID: PMC11130149 DOI: 10.1038/s41598-024-62773-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Accepted: 05/21/2024] [Indexed: 05/29/2024]  Open
19
Pacal I. MaxCerVixT: A novel lightweight vision transformer-based Approach for precise cervical cancer detection. Knowl Based Syst 2024;289:111482. [DOI: 10.1016/j.knosys.2024.111482] [Citation(s) in RCA: 35] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2025]
20
Sikkandar MY, Sundaram SG, Alassaf A, AlMohimeed I, Alhussaini K, Aleid A, Alolayan SA, Ramkumar P, Almutairi MK, Begum SS. Utilizing adaptive deformable convolution and position embedding for colon polyp segmentation with a visual transformer. Sci Rep 2024;14:7318. [PMID: 38538774 PMCID: PMC11377543 DOI: 10.1038/s41598-024-57993-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 03/24/2024] [Indexed: 09/07/2024]  Open
21
Pacal I. Enhancing crop productivity and sustainability through disease identification in maize leaves: Exploiting a large dataset with an advanced vision transformer model. EXPERT SYSTEMS WITH APPLICATIONS 2024;238:122099. [DOI: 10.1016/j.eswa.2023.122099] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2025]
22
Sahafi A, Koulaouzidis A, Lalinia M. Polypoid Lesion Segmentation Using YOLO-V8 Network in Wireless Video Capsule Endoscopy Images. Diagnostics (Basel) 2024;14:474. [PMID: 38472946 DOI: 10.3390/diagnostics14050474] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/26/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024]  Open
23
Gan T, Jin Z, Yu L, Liang X, Zhang H, Ye X. Self-supervised representation learning using feature pyramid siamese networks for colorectal polyp detection. Sci Rep 2023;13:21655. [PMID: 38066207 PMCID: PMC10709402 DOI: 10.1038/s41598-023-49057-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 12/04/2023] [Indexed: 12/18/2023]  Open
24
Pacal I, Kılıcarslan S. Deep learning-based approaches for robust classification of cervical cancer. Neural Comput Appl 2023;35:18813-18828. [DOI: 10.1007/s00521-023-08757-w] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 06/12/2023] [Indexed: 05/14/2025]
25
Fei L, Han B. Multi-Object Multi-Camera Tracking Based on Deep Learning for Intelligent Transportation: A Review. SENSORS (BASEL, SWITZERLAND) 2023;23:3852. [PMID: 37112193 PMCID: PMC10144185 DOI: 10.3390/s23083852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 03/29/2023] [Accepted: 04/05/2023] [Indexed: 06/19/2023]
26
Cabral BP, Braga LAM, Syed-Abdul S, Mota FB. Future of Artificial Intelligence Applications in Cancer Care: A Global Cross-Sectional Survey of Researchers. Curr Oncol 2023;30:3432-3446. [PMID: 36975473 PMCID: PMC10047823 DOI: 10.3390/curroncol30030260] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 03/07/2023] [Accepted: 03/11/2023] [Indexed: 03/18/2023]  Open
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