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For: Pan X, Zhang T, Yang Q, Yang D, Rwigema JC, Qi XS. Survival prediction for oral tongue cancer patients via probabilistic genetic algorithm optimized neural network models. Br J Radiol 2020;93:20190825. [PMID: 32520585 DOI: 10.1259/bjr.20190825] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]  Open
Number Cited by Other Article(s)
1
Yuan X, Ma C, Hu M, Qiu RLJ, Salari E, Martini R, Yang X. Machine learning in image-based outcome prediction after radiotherapy: A review. J Appl Clin Med Phys 2025;26:e14559. [PMID: 39556691 PMCID: PMC11712300 DOI: 10.1002/acm2.14559] [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: 04/30/2024] [Revised: 07/25/2024] [Accepted: 08/14/2024] [Indexed: 11/20/2024]  Open
2
Poursaeed R, Mohammadzadeh M, Safaei AA. Survival prediction of glioblastoma patients using machine learning and deep learning: a systematic review. BMC Cancer 2024;24:1581. [PMID: 39731064 DOI: 10.1186/s12885-024-13320-4] [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: 03/09/2024] [Accepted: 12/10/2024] [Indexed: 12/29/2024]  Open
3
Chen W, Dhawan M, Liu J, Ing D, Mehta K, Tran D, Lawrence D, Ganhewa M, Cirillo N. Mapping the Use of Artificial Intelligence-Based Image Analysis for Clinical Decision-Making in Dentistry: A Scoping Review. Clin Exp Dent Res 2024;10:e70035. [PMID: 39600121 PMCID: PMC11599430 DOI: 10.1002/cre2.70035] [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: 03/19/2024] [Revised: 09/19/2024] [Accepted: 10/20/2024] [Indexed: 11/29/2024]  Open
4
Tagliabue M, Ruju F, Mossinelli C, Gaeta A, Raimondi S, Volpe S, Zaffaroni M, Isaksson LJ, Garibaldi C, Cremonesi M, Rapino A, Chiocca S, Pietrobon G, Alterio D, Trisolini G, Morbini P, Rampinelli V, Grammatica A, Petralia G, Jereczek-Fossa BA, Preda L, Ravanelli M, Maroldi R, Piazza C, Benazzo M, Ansarin M. The prognostic role of MRI-based radiomics in tongue carcinoma: a multicentric validation study. LA RADIOLOGIA MEDICA 2024;129:1369-1381. [PMID: 39096355 PMCID: PMC11379741 DOI: 10.1007/s11547-024-01859-y] [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: 03/27/2024] [Accepted: 07/17/2024] [Indexed: 08/05/2024]
5
Zhang L, Shi R, Youssefi N. Oral cancer diagnosis based on gated recurrent unit networks optimized by an improved version of Northern Goshawk optimization algorithm. Heliyon 2024;10:e32077. [PMID: 38912510 PMCID: PMC11190545 DOI: 10.1016/j.heliyon.2024.e32077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 05/12/2024] [Accepted: 05/28/2024] [Indexed: 06/25/2024]  Open
6
Gomes RFT, Schmith J, de Figueiredo RM, Freitas SA, Machado GN, Romanini J, Almeida JD, Pereira CT, Rodrigues JDA, Carrard VC. Convolutional neural network misclassification analysis in oral lesions: an error evaluation criterion by image characteristics. Oral Surg Oral Med Oral Pathol Oral Radiol 2024;137:243-252. [PMID: 38161085 DOI: 10.1016/j.oooo.2023.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 10/02/2023] [Accepted: 10/04/2023] [Indexed: 01/03/2024]
7
Chandra P, Deshmukh SP, Kendre A, Gupta M. Novel Scoring Formula to Predict Survival in Patients of Primary Tongue Cancer Belonging to Tobacco Chewing Population. Indian J Surg Oncol 2023;14:928-934. [PMID: 38187857 PMCID: PMC10767176 DOI: 10.1007/s13193-023-01799-5] [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: 04/03/2023] [Accepted: 07/04/2023] [Indexed: 01/09/2024]  Open
8
Wang Z, Li VR, Chu FI, Yu V, Lee A, Low D, Moghanaki D, Lee P, Qi XS. Predicting Overall Survival for Patients with Malignant Mesothelioma Following Radiotherapy via Interpretable Machine Learning. Cancers (Basel) 2023;15:3916. [PMID: 37568732 PMCID: PMC10416916 DOI: 10.3390/cancers15153916] [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: 06/19/2023] [Revised: 07/20/2023] [Accepted: 07/27/2023] [Indexed: 08/13/2023]  Open
9
Gomes RFT, Schuch LF, Martins MD, Honório EF, de Figueiredo RM, Schmith J, Machado GN, Carrard VC. Use of Deep Neural Networks in the Detection and Automated Classification of Lesions Using Clinical Images in Ophthalmology, Dermatology, and Oral Medicine-A Systematic Review. J Digit Imaging 2023;36:1060-1070. [PMID: 36650299 PMCID: PMC10287602 DOI: 10.1007/s10278-023-00775-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 01/03/2023] [Accepted: 01/04/2023] [Indexed: 01/19/2023]  Open
10
Adeoye J, Hui L, Su YX. Data-centric artificial intelligence in oncology: a systematic review assessing data quality in machine learning models for head and neck cancer. JOURNAL OF BIG DATA 2023;10:28. [DOI: 10.1186/s40537-023-00703-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 02/23/2023] [Indexed: 01/03/2025]
11
Dubuc A, Zitouni A, Thomas C, Kémoun P, Cousty S, Monsarrat P, Laurencin S. Improvement of Mucosal Lesion Diagnosis with Machine Learning Based on Medical and Semiological Data: An Observational Study. J Clin Med 2022;11:jcm11216596. [PMID: 36362822 PMCID: PMC9654969 DOI: 10.3390/jcm11216596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/01/2022] [Accepted: 11/02/2022] [Indexed: 11/09/2022]  Open
12
Rasteau S, Ernenwein D, Savoldelli C, Bouletreau P. Artificial intelligence for oral and maxillo-facial surgery: A narrative review. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2022;123:276-282. [PMID: 35091121 DOI: 10.1016/j.jormas.2022.01.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 01/23/2022] [Indexed: 12/24/2022]
13
Bhandari A, Tripathy BK, Jawad K, Bhatia S, Rahmani MKI, Mashat A. Cancer Detection and Prediction Using Genetic Algorithms. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:1871841. [PMID: 35615545 PMCID: PMC9126682 DOI: 10.1155/2022/1871841] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 04/08/2022] [Accepted: 04/21/2022] [Indexed: 01/07/2023]
14
Yan KX, Liu L, Li H. Application of machine learning in oral and maxillofacial surgery. Artif Intell Med Imaging 2021;2:104-114. [DOI: 10.35711/aimi.v2.i6.104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 12/20/2021] [Accepted: 12/28/2021] [Indexed: 02/06/2023]  Open
15
English Feature Recognition Based on GA-BP Neural Network Algorithm and Data Mining. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2021;2021:1890120. [PMID: 34504519 PMCID: PMC8423560 DOI: 10.1155/2021/1890120] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/04/2021] [Accepted: 08/16/2021] [Indexed: 11/19/2022]
16
Bruschini R, Maffini F, Chiesa F, Lepanto D, De Berardinis R, Chu F, Tagliabue M, Giugliano G, Ansarin M. Oral cancer: changing the aim of the biopsy in the age of precision medicine. A review. ACTA ACUST UNITED AC 2021;41:108-119. [PMID: 34028455 PMCID: PMC8142729 DOI: 10.14639/0392-100x-n1056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 02/03/2021] [Indexed: 01/15/2023]
17
Rojas-López JA, Díaz Moreno RM, Venencia CD. Use of genetic algorithm for PTV optimization in single isocenter multiple metastases radiosurgery treatments with Brainlab Elements™. Phys Med 2021;86:82-90. [PMID: 34062337 DOI: 10.1016/j.ejmp.2021.05.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 05/15/2021] [Accepted: 05/22/2021] [Indexed: 11/29/2022]  Open
18
Ren R, Luo H, Su C, Yao Y, Liao W. Machine learning in dental, oral and craniofacial imaging: a review of recent progress. PeerJ 2021;9:e11451. [PMID: 34046262 PMCID: PMC8136280 DOI: 10.7717/peerj.11451] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 04/22/2021] [Indexed: 02/05/2023]  Open
19
Peng Z, Wang Y, Wang Y, Jiang S, Fan R, Zhang H, Jiang W. Application of radiomics and machine learning in head and neck cancers. Int J Biol Sci 2021;17:475-486. [PMID: 33613106 PMCID: PMC7893590 DOI: 10.7150/ijbs.55716] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 12/10/2020] [Indexed: 02/07/2023]  Open
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