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For: Sun C, Zhang Y, Chang Q, Liu T, Zhang S, Wang X, Guo Q, Yao J, Sun W, Niu L. Evaluation of a deep learning-based computer-aided diagnosis system for distinguishing benign from malignant thyroid nodules in ultrasound images. Med Phys 2020;47:3952-3960. [PMID: 32473030 DOI: 10.1002/mp.14301] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 05/18/2020] [Accepted: 05/20/2020] [Indexed: 11/09/2022]  Open
Number Cited by Other Article(s)
1
Chen JH, Zhang YQ, Zhu TT, Zhang Q, Zhao AX, Huang Y. Applying machine-learning models to differentiate benign and malignant thyroid nodules classified as C-TIRADS 4 based on 2D-ultrasound combined with five contrast-enhanced ultrasound key frames. Front Endocrinol (Lausanne) 2024;15:1299686. [PMID: 38633756 PMCID: PMC11021584 DOI: 10.3389/fendo.2024.1299686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 03/21/2024] [Indexed: 04/19/2024]  Open
2
Taha A, Saad B, Taha-Mehlitz S, Ochs V, El-Awar J, Mourad MM, Neumann K, Glaser C, Rosenberg R, Cattin PC. Analysis of artificial intelligence in thyroid diagnostics and surgery: A scoping review. Am J Surg 2024;229:57-64. [PMID: 38036334 DOI: 10.1016/j.amjsurg.2023.11.019] [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: 07/23/2023] [Revised: 10/07/2023] [Accepted: 11/15/2023] [Indexed: 12/02/2023]
3
Tian R, Yu M, Liao L, Zhang C, Zhao J, Sang L, Qian W, Wang Z, Huang L, Ma H. An effective convolutional neural network for classification of benign and malignant breast and thyroid tumors from ultrasound images. Phys Eng Sci Med 2023;46:995-1013. [PMID: 37195403 DOI: 10.1007/s13246-023-01262-3] [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: 12/07/2022] [Accepted: 04/16/2023] [Indexed: 05/18/2023]
4
Toro-Tobon D, Loor-Torres R, Duran M, Fan JW, Singh Ospina N, Wu Y, Brito JP. Artificial Intelligence in Thyroidology: A Narrative Review of the Current Applications, Associated Challenges, and Future Directions. Thyroid 2023;33:903-917. [PMID: 37279303 PMCID: PMC10440669 DOI: 10.1089/thy.2023.0132] [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] [Indexed: 06/08/2023]
5
Farah L, Davaze-Schneider J, Martin T, Nguyen P, Borget I, Martelli N. Are current clinical studies on artificial intelligence-based medical devices comprehensive enough to support a full health technology assessment? A systematic review. Artif Intell Med 2023;140:102547. [PMID: 37210155 DOI: 10.1016/j.artmed.2023.102547] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 03/28/2023] [Accepted: 04/04/2023] [Indexed: 05/22/2023]
6
The Use of Artificial Intelligence in the Diagnosis and Classification of Thyroid Nodules: An Update. Cancers (Basel) 2023;15:cancers15030708. [PMID: 36765671 PMCID: PMC9913834 DOI: 10.3390/cancers15030708] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 01/20/2023] [Accepted: 01/20/2023] [Indexed: 01/27/2023]  Open
7
Zhou L, Zheng LL, Zhang CJ, Wei HF, Xu LL, Zhang MR, Li Q, He GF, Ghamor-Amegavi EP, Li SY. Comparison of S-Detect and thyroid imaging reporting and data system classifications in the diagnosis of cytologically indeterminate thyroid nodules. Front Endocrinol (Lausanne) 2023;14:1098031. [PMID: 36761203 PMCID: PMC9902707 DOI: 10.3389/fendo.2023.1098031] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 01/11/2023] [Indexed: 01/26/2023]  Open
8
Wang S, Xu X, Du H, Chen Y, Mei W. Attention feature fusion methodology with additional constraint for ovarian lesion diagnosis on magnetic resonance images. Med Phys 2023;50:297-310. [PMID: 35975618 DOI: 10.1002/mp.15937] [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: 10/21/2021] [Revised: 06/25/2022] [Accepted: 07/24/2022] [Indexed: 01/25/2023]  Open
9
Zheng H, Xiao Z, Luo S, Wu S, Huang C, Hong T, He Y, Guo Y, Du G. Improve follicular thyroid carcinoma diagnosis using computer aided diagnosis system on ultrasound images. Front Oncol 2022;12:939418. [PMID: 36465352 PMCID: PMC9709400 DOI: 10.3389/fonc.2022.939418] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 11/01/2022] [Indexed: 08/15/2023]  Open
10
Sorrenti S, Dolcetti V, Radzina M, Bellini MI, Frezza F, Munir K, Grani G, Durante C, D’Andrea V, David E, Calò PG, Lori E, Cantisani V. Artificial Intelligence for Thyroid Nodule Characterization: Where Are We Standing? Cancers (Basel) 2022;14:cancers14143357. [PMID: 35884418 PMCID: PMC9315681 DOI: 10.3390/cancers14143357] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 06/24/2022] [Accepted: 07/08/2022] [Indexed: 12/12/2022]  Open
11
A comparison of artificial intelligence versus radiologists in the diagnosis of thyroid nodules using ultrasonography: a systematic review and meta-analysis. Eur Arch Otorhinolaryngol 2022;279:5363-5373. [PMID: 35767056 DOI: 10.1007/s00405-022-07436-1] [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: 03/17/2022] [Accepted: 05/06/2022] [Indexed: 11/03/2022]
12
Analysis of the Application Value of Ultrasound Imaging Diagnosis in the Clinical Staging of Thyroid Cancer. JOURNAL OF ONCOLOGY 2022;2022:8030262. [PMID: 35720223 PMCID: PMC9200573 DOI: 10.1155/2022/8030262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 02/08/2022] [Indexed: 12/03/2022]
13
Recent Advances in Machine Learning Applied to Ultrasound Imaging. ELECTRONICS 2022. [DOI: 10.3390/electronics11111800] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
14
Cleere EF, Davey MG, O’Neill S, Corbett M, O’Donnell JP, Hacking S, Keogh IJ, Lowery AJ, Kerin MJ. Radiomic Detection of Malignancy within Thyroid Nodules Using Ultrasonography-A Systematic Review and Meta-Analysis. Diagnostics (Basel) 2022;12:diagnostics12040794. [PMID: 35453841 PMCID: PMC9027085 DOI: 10.3390/diagnostics12040794] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/22/2022] [Accepted: 03/22/2022] [Indexed: 02/04/2023]  Open
15
Pan L, Cai Y, Lin N, Yang L, Zheng S, Huang L. A two-stage network with prior knowledge guidance for medullary thyroid carcinoma recognition in ultrasound images. Med Phys 2022;49:2413-2426. [PMID: 35103313 DOI: 10.1002/mp.15492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 01/09/2022] [Accepted: 01/12/2022] [Indexed: 11/05/2022]  Open
16
Xue Y, Zhou Y, Wang T, Chen H, Wu L, Ling H, Wang H, Qiu L, Ye D, Wang B. Accuracy of Ultrasound Diagnosis of Thyroid Nodules Based on Artificial Intelligence-Assisted Diagnostic Technology: A Systematic Review and Meta-Analysis. Int J Endocrinol 2022;2022:9492056. [PMID: 36193283 PMCID: PMC9525757 DOI: 10.1155/2022/9492056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 08/04/2022] [Accepted: 08/24/2022] [Indexed: 12/07/2022]  Open
17
Luo H, Ma L, Wu X, Tan G, Zhu H, Wu S, Li K, Yang Y, Li S. Deep learning-based ultrasonic dynamic video detection and segmentation of thyroid gland and its surrounding cervical soft tissues. Med Phys 2021;49:382-392. [PMID: 34730231 DOI: 10.1002/mp.15332] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 10/25/2021] [Accepted: 10/25/2021] [Indexed: 11/05/2022]  Open
18
Liang X, Huang Y, Cai Y, Liao J, Chen Z. A Computer-Aided Diagnosis System and Thyroid Imaging Reporting and Data System for Dual Validation of Ultrasound-Guided Fine-Needle Aspiration of Indeterminate Thyroid Nodules. Front Oncol 2021;11:611436. [PMID: 34692466 PMCID: PMC8529148 DOI: 10.3389/fonc.2021.611436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 09/16/2021] [Indexed: 12/02/2022]  Open
19
Maleki F, Le WT, Sananmuang T, Kadoury S, Forghani R. Machine Learning Applications for Head and Neck Imaging. Neuroimaging Clin N Am 2021;30:517-529. [PMID: 33039001 DOI: 10.1016/j.nic.2020.08.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
20
Li LR, Du B, Liu HQ, Chen C. Artificial Intelligence for Personalized Medicine in Thyroid Cancer: Current Status and Future Perspectives. Front Oncol 2021;10:604051. [PMID: 33634025 PMCID: PMC7899964 DOI: 10.3389/fonc.2020.604051] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 12/21/2020] [Indexed: 12/12/2022]  Open
21
Liu PR, Lu L, Zhang JY, Huo TT, Liu SX, Ye ZW. Application of Artificial Intelligence in Medicine: An Overview. Curr Med Sci 2021;41:1105-1115. [PMID: 34874486 PMCID: PMC8648557 DOI: 10.1007/s11596-021-2474-3] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 12/01/2020] [Indexed: 02/06/2023]
22
AF-SENet: Classification of Cancer in Cervical Tissue Pathological Images Based on Fusing Deep Convolution Features. SENSORS 2020;21:s21010122. [PMID: 33375508 PMCID: PMC7795214 DOI: 10.3390/s21010122] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 12/03/2020] [Accepted: 12/24/2020] [Indexed: 11/26/2022]
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