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For: Alex SA, Nayahi JJV, Shine H, Gopirekha V. Deep convolutional neural network for diabetes mellitus prediction. Neural Comput Appl 2021. [DOI: 10.1007/s00521-021-06431-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Number Cited by Other Article(s)
1
Khalid S, Kim H, Kim HS. Recent trends in diabetes mellitus diagnosis: an in-depth review of artificial intelligence-based techniques. Diabetes Res Clin Pract 2025;224:112221. [PMID: 40328407 DOI: 10.1016/j.diabres.2025.112221] [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: 01/24/2025] [Revised: 04/25/2025] [Accepted: 04/30/2025] [Indexed: 05/08/2025]
2
Arukonda S, Cheruku R. Nested genetic algorithm-based classifier selection and placement in multi-level ensemble framework for effective disease diagnosis. Comput Methods Biomech Biomed Engin 2025;28:487-510. [PMID: 38126276 DOI: 10.1080/10255842.2023.2294264] [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: 07/20/2023] [Revised: 10/15/2023] [Accepted: 12/05/2023] [Indexed: 12/23/2023]
3
Sajid M, Malik KR, Khan AH, Iqbal S, Alaulamie AA, Ilyas QM. Next-generation diabetes diagnosis and personalized diet-activity management: A hybrid ensemble paradigm. PLoS One 2025;20:e0307718. [PMID: 39775570 PMCID: PMC11709242 DOI: 10.1371/journal.pone.0307718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 07/10/2024] [Indexed: 01/11/2025]  Open
4
Mengarelli A, Tigrini A, Verdini F, Scattolini M, Mobarak R, Burattini L, Rabini RA, Fioretti S. A Computer-Aided Screening Solution for the Identification of Diabetic Neuropathy From Standing Balance by Leveraging Multi-Domain Features. IEEE Trans Neural Syst Rehabil Eng 2024;32:2388-2397. [PMID: 38923488 DOI: 10.1109/tnsre.2024.3419235] [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: 06/28/2024]
5
Al Sadi K, Balachandran W. Revolutionizing Early Disease Detection: A High-Accuracy 4D CNN Model for Type 2 Diabetes Screening in Oman. Bioengineering (Basel) 2023;10:1420. [PMID: 38136011 PMCID: PMC10740649 DOI: 10.3390/bioengineering10121420] [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: 10/23/2023] [Revised: 11/25/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023]  Open
6
Yu Z, Luo W, Tse R, Pau G. DMNet: A Personalized Risk Assessment Framework for Elderly People With Type 2 Diabetes. IEEE J Biomed Health Inform 2023;27:1558-1568. [PMID: 37018256 DOI: 10.1109/jbhi.2022.3233622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
7
A Novel Proposal for Deep Learning-Based Diabetes Prediction: Converting Clinical Data to Image Data. Diagnostics (Basel) 2023;13:diagnostics13040796. [PMID: 36832284 PMCID: PMC9955314 DOI: 10.3390/diagnostics13040796] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 02/14/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023]  Open
8
Quantum Fruit Fly algorithm and ResNet50-VGG16 for medical diagnosis. Appl Soft Comput 2023. [DOI: 10.1016/j.asoc.2023.110055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
9
Naveena S, Bharathi A. Weighted entropy deep features on hybrid RNN with LSTM for glucose level and diabetes prediction. Comput Methods Biomech Biomed Engin 2022;26:1-25. [PMID: 36448678 DOI: 10.1080/10255842.2022.2149263] [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: 12/30/2021] [Accepted: 11/15/2022] [Indexed: 12/05/2022]
10
Analysis and Recognition of Clinical Features of Diabetes Based on Convolutional Neural Network. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022;2022:7902786. [PMID: 35936377 PMCID: PMC9355780 DOI: 10.1155/2022/7902786] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 07/04/2022] [Accepted: 07/09/2022] [Indexed: 11/17/2022]
11
Ragab M, AL-Ghamdi ASALM, Fakieh B, Choudhry H, Mansour RF, Koundal D. Prediction of Diabetes through Retinal Images Using Deep Neural Network. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:7887908. [PMID: 35694596 PMCID: PMC9187442 DOI: 10.1155/2022/7887908] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/19/2022] [Accepted: 05/17/2022] [Indexed: 12/15/2022]
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