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For: Meng J, Tan Z, Yu Y, Wang P, Liu S. TL-med: A Two-stage transfer learning recognition model for medical images of COVID-19. Biocybern Biomed Eng 2022;42:842-855. [PMID: 35506115 PMCID: PMC9051950 DOI: 10.1016/j.bbe.2022.04.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 04/16/2022] [Accepted: 04/20/2022] [Indexed: 12/16/2022]
Number Cited by Other Article(s)
1
Fang X, Chong CF, Wong KL, Simões M, Ng BK. Investigating the key principles in two-step heterogeneous transfer learning for early laryngeal cancer identification. Sci Rep 2025;15:2146. [PMID: 39820368 PMCID: PMC11739633 DOI: 10.1038/s41598-024-84836-9] [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: 10/15/2024] [Accepted: 12/27/2024] [Indexed: 01/19/2025]  Open
2
Han N, Miao R, Chen D, Fan J, Chen L, Yue S, Tan T, Yang B, Wang Y. An Early Thyroid Screening Model Based on Transformer and Secondary Transfer Learning for Chest and Thyroid CT Images. Technol Cancer Res Treat 2025;24:15330338251323168. [PMID: 40165465 PMCID: PMC11960174 DOI: 10.1177/15330338251323168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]  Open
3
Wang J, Yang X, Jia X, Xue W, Chen R, Chen Y, Zhu X, Liu L, Cao Y, Zhou J, Ni D, Gu N. Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training. Comput Biol Med 2024;171:108087. [PMID: 38364658 DOI: 10.1016/j.compbiomed.2024.108087] [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: 10/01/2023] [Revised: 01/04/2024] [Accepted: 01/27/2024] [Indexed: 02/18/2024]
4
Li J, Jiang P, An Q, Wang GG, Kong HF. Medical image identification methods: A review. Comput Biol Med 2024;169:107777. [PMID: 38104516 DOI: 10.1016/j.compbiomed.2023.107777] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 10/30/2023] [Accepted: 11/28/2023] [Indexed: 12/19/2023]
5
Tan Z, Yu Y, Meng J, Liu S, Li W. Self-supervised learning with self-distillation on COVID-19 medical image classification. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024;243:107876. [PMID: 37875036 DOI: 10.1016/j.cmpb.2023.107876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 10/11/2023] [Accepted: 10/17/2023] [Indexed: 10/26/2023]
6
Nahiduzzaman M, Faruq Goni MO, Robiul Islam M, Sayeed A, Shamim Anower M, Ahsan M, Haider J, Kowalski M. Detection of various lung diseases including COVID-19 using extreme learning machine algorithm based on the features extracted from a lightweight CNN architecture. Biocybern Biomed Eng 2023;43:S0208-5216(23)00037-2. [PMID: 38620111 PMCID: PMC10292668 DOI: 10.1016/j.bbe.2023.06.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 04/04/2023] [Accepted: 06/16/2023] [Indexed: 11/09/2023]
7
Patel RK, Kashyap M. Machine learning- based lung disease diagnosis from CT images using Gabor features in Littlewood Paley empirical wavelet transform (LPEWT) and LLE. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING: IMAGING & VISUALIZATION 2023. [DOI: 10.1080/21681163.2023.2187244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2023]
8
Shibu George G, Raj Mishra P, Sinha P, Ranjan Prusty M. COVID-19 Detection on Chest X-Ray Images Using Homomorphic Transformation and VGG Inspired Deep Convolutional Neural Network. Biocybern Biomed Eng 2022;43:1-16. [PMID: 36447948 PMCID: PMC9684127 DOI: 10.1016/j.bbe.2022.11.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 11/01/2022] [Accepted: 11/18/2022] [Indexed: 11/25/2022]
9
The internet of medical things and artificial intelligence: trends, challenges, and opportunities. Biocybern Biomed Eng 2022. [DOI: 10.1016/j.bbe.2022.05.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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