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For: Kim DW, Lee S, Kwon S, Nam W, Cha IH, Kim HJ. Deep learning-based survival prediction of oral cancer patients. Sci Rep 2019;9:6994. [PMID: 31061433 PMCID: PMC6502856 DOI: 10.1038/s41598-019-43372-7] [Citation(s) in RCA: 131] [Impact Index Per Article: 26.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 04/23/2019] [Indexed: 12/24/2022]  Open
Number Cited by Other Article(s)
1
Wang R, Huang S, Wang P, Shi X, Li S, Ye Y, Zhang W, Shi L, Zhou X, Tang X. Bibliometric analysis of the application of deep learning in cancer from 2015 to 2023. Cancer Imaging 2024;24:85. [PMID: 38965599 PMCID: PMC11223420 DOI: 10.1186/s40644-024-00737-0] [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: 02/21/2024] [Accepted: 06/27/2024] [Indexed: 07/06/2024]  Open
2
Uppal S, Kumar Shrivastava P, Khan A, Sharma A, Kumar Shrivastav A. Machine learning methods in predicting the risk of malignant transformation of oral potentially malignant disorders: A systematic review. Int J Med Inform 2024;186:105421. [PMID: 38552265 DOI: 10.1016/j.ijmedinf.2024.105421] [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: 11/28/2023] [Revised: 03/18/2024] [Accepted: 03/19/2024] [Indexed: 04/22/2024]
3
Li C, Chen X, Chen C, Gong Z, Pataer P, Liu X, Lv X. Application of deep learning radiomics in oral squamous cell carcinoma-Extracting more information from medical images using advanced feature analysis. JOURNAL OF STOMATOLOGY, ORAL AND MAXILLOFACIAL SURGERY 2024;125:101840. [PMID: 38548062 DOI: 10.1016/j.jormas.2024.101840] [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: 02/15/2024] [Revised: 03/07/2024] [Accepted: 03/20/2024] [Indexed: 04/02/2024]
4
Soni A, Sethy PK, Dewangan AK, Nanthaamornphong A, Behera SK, Devi B. Enhancing oral squamous cell carcinoma detection: a novel approach using improved EfficientNet architecture. BMC Oral Health 2024;24:601. [PMID: 38783295 PMCID: PMC11112956 DOI: 10.1186/s12903-024-04307-5] [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: 02/27/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024]  Open
5
Mohammadyari P, Vieceli Dalla Sega F, Fortini F, Minghini G, Rizzo P, Cimaglia P, Mikus E, Tremoli E, Campo G, Calore E, Schifano SF, Zambelli C. Deep-learning survival analysis for patients with calcific aortic valve disease undergoing valve replacement. Sci Rep 2024;14:10902. [PMID: 38740898 DOI: 10.1038/s41598-024-61685-0] [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: 05/15/2023] [Accepted: 05/08/2024] [Indexed: 05/16/2024]  Open
6
Somyanonthanakul R, Warin K, Chaowchuen S, Jinaporntham S, Panichkitkosolkul W, Suebnukarn S. Survival estimation of oral cancer using fuzzy deep learning. BMC Oral Health 2024;24:519. [PMID: 38698358 PMCID: PMC11067185 DOI: 10.1186/s12903-024-04279-6] [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: 09/22/2023] [Accepted: 04/19/2024] [Indexed: 05/05/2024]  Open
7
Lu W, Zhao L, Wang S, Zhang H, Jiang K, Ji J, Chen S, Wang C, Wei C, Zhou R, Wang Z, Li X, Wang F, Wei X, Hou W. Explainable and visualizable machine learning models to predict biochemical recurrence of prostate cancer. Clin Transl Oncol 2024:10.1007/s12094-024-03480-x. [PMID: 38602643 DOI: 10.1007/s12094-024-03480-x] [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: 01/09/2024] [Accepted: 03/23/2024] [Indexed: 04/12/2024]
8
Astley JR, Reilly JM, Robinson S, Wild JM, Hatton MQ, Tahir BA. Explainable deep learning-based survival prediction for non-small cell lung cancer patients undergoing radical radiotherapy. Radiother Oncol 2024;193:110084. [PMID: 38244779 DOI: 10.1016/j.radonc.2024.110084] [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: 08/03/2023] [Revised: 12/20/2023] [Accepted: 01/02/2024] [Indexed: 01/22/2024]
9
Wang W, Wang W, Zhang D, Zeng P, Wang Y, Lei M, Hong Y, Cai C. Creation of a machine learning-based prognostic prediction model for various subtypes of laryngeal cancer. Sci Rep 2024;14:6484. [PMID: 38499632 PMCID: PMC10948902 DOI: 10.1038/s41598-024-56687-x] [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: 09/27/2023] [Accepted: 03/09/2024] [Indexed: 03/20/2024]  Open
10
Sasagawa Y, Inoue Y, Futagami K, Nakamura T, Maeda K, Aoki T, Fukubayashi N, Kimoto M, Mizoue T, Hoshina G. Application of deep neural survival networks to the development of risk prediction models for diabetes mellitus, hypertension, and dyslipidemia. J Hypertens 2024;42:506-514. [PMID: 38088426 PMCID: PMC10842670 DOI: 10.1097/hjh.0000000000003626] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 10/18/2023] [Accepted: 11/07/2023] [Indexed: 02/01/2024]
11
Chen Y, Shi Y, Wang R, Wang X, Lin Q, Huang Y, Shao E, Pan Y, Huang S, Lu L, Chen X. Development and Validation of Deep Learning Model for Intermediate-Stage Hepatocellular Carcinoma Survival with Transarterial Chemoembolization (MC-hccAI 002): a Retrospective, Multicenter, Cohort Study. J Cancer 2024;15:2066-2073. [PMID: 38434985 PMCID: PMC10905396 DOI: 10.7150/jca.91501] [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: 10/25/2023] [Accepted: 02/04/2024] [Indexed: 03/05/2024]  Open
12
Warin K, Suebnukarn S. Deep learning in oral cancer- a systematic review. BMC Oral Health 2024;24:212. [PMID: 38341571 PMCID: PMC10859022 DOI: 10.1186/s12903-024-03993-5] [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: 10/27/2023] [Accepted: 02/06/2024] [Indexed: 02/12/2024]  Open
13
Xu L, Qiu K, Li K, Ying G, Huang X, Zhu X. Automatic segmentation of ameloblastoma on ct images using deep learning with limited data. BMC Oral Health 2024;24:55. [PMID: 38195496 PMCID: PMC10775495 DOI: 10.1186/s12903-023-03587-7] [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: 08/03/2023] [Accepted: 10/27/2023] [Indexed: 01/11/2024]  Open
14
Davaatsend O, Altannamar M, Batbayar B, Jagdagsuren U. Factors influencing the 5-year survival rate of oral cancer patients in the Mongolian population: a retrospective cohort study. FRONTIERS IN ORAL HEALTH 2023;4:1292720. [PMID: 38161344 PMCID: PMC10755018 DOI: 10.3389/froh.2023.1292720] [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: 09/12/2023] [Accepted: 11/27/2023] [Indexed: 01/03/2024]  Open
15
Wang W, Liu Y, Wu J. Early diagnosis of oral cancer using a hybrid arrangement of deep belief networkand combined group teaching algorithm. Sci Rep 2023;13:22073. [PMID: 38086888 PMCID: PMC10716144 DOI: 10.1038/s41598-023-49438-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 12/07/2023] [Indexed: 12/18/2023]  Open
16
Cai Y, Xie Y, Zhang S, Wang Y, Wang Y, Chen J, Huang Z. Prediction of postoperative recurrence of oral cancer by artificial intelligence model: Multilayer perceptron. Head Neck 2023;45:3053-3066. [PMID: 37789719 DOI: 10.1002/hed.27533] [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: 04/06/2023] [Revised: 09/06/2023] [Accepted: 09/17/2023] [Indexed: 10/05/2023]  Open
17
Tao S, Ravindranath R, Wang SY. Predicting Glaucoma Progression to Surgery with Artificial Intelligence Survival Models. OPHTHALMOLOGY SCIENCE 2023;3:100336. [PMID: 37415920 PMCID: PMC10320266 DOI: 10.1016/j.xops.2023.100336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 07/08/2023]
18
Cai S, Li W, Deng C, Tang Q, Zhou Z. Predicting cutaneous malignant melanoma patients' survival using deep learning: a retrospective cohort study. J Cancer Res Clin Oncol 2023;149:17103-17113. [PMID: 37755576 DOI: 10.1007/s00432-023-05421-7] [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: 06/27/2023] [Accepted: 09/12/2023] [Indexed: 09/28/2023]
19
Zhang D, Luan J, Liu B, Yang A, Lv K, Hu P, Han X, Yu H, Shmuel A, Ma G, Zhang C. Comparison of MRI radiomics-based machine learning survival models in predicting prognosis of glioblastoma multiforme. Front Med (Lausanne) 2023;10:1271687. [PMID: 38098850 PMCID: PMC10720716 DOI: 10.3389/fmed.2023.1271687] [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: 08/02/2023] [Accepted: 11/15/2023] [Indexed: 12/17/2023]  Open
20
Zhang J, Yu H, Zheng X, Ming WK, Lak YS, Tom KC, Lee A, Huang H, Chen W, Lyu J, Deng L. Deep-learning-based survival prediction of patients with lower limb melanoma. Discov Oncol 2023;14:218. [PMID: 38030951 PMCID: PMC10686915 DOI: 10.1007/s12672-023-00823-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 11/09/2023] [Indexed: 12/01/2023]  Open
21
Michelutti L, Tel A, Zeppieri M, Ius T, Sembronio S, Robiony M. The Use of Artificial Intelligence Algorithms in the Prognosis and Detection of Lymph Node Involvement in Head and Neck Cancer and Possible Impact in the Development of Personalized Therapeutic Strategy: A Systematic Review. J Pers Med 2023;13:1626. [PMID: 38138853 PMCID: PMC10745006 DOI: 10.3390/jpm13121626] [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: 10/25/2023] [Revised: 11/17/2023] [Accepted: 11/18/2023] [Indexed: 12/24/2023]  Open
22
Huang Y, Li J, Li M, Aparasu RR. Application of machine learning in predicting survival outcomes involving real-world data: a scoping review. BMC Med Res Methodol 2023;23:268. [PMID: 37957593 PMCID: PMC10641971 DOI: 10.1186/s12874-023-02078-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 10/20/2023] [Indexed: 11/15/2023]  Open
23
Xia Y, Zhang B, Zhang Y. Deep survival analysis using pseudo values and its application to predict the recurrence of stage IV colorectal cancer after tumor resection. Comput Methods Biomech Biomed Engin 2023:1-10. [PMID: 37916498 DOI: 10.1080/10255842.2023.2275246] [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: 05/09/2023] [Accepted: 10/18/2023] [Indexed: 11/03/2023]
24
Yang K, Zhu G, Sun Y, Hu Y, Lv Y, Li Y, Pan J, Chen F, Zhou Y, Zhang J. Prognostic significance of cyclin D1 expression pattern in HPV-negative oral and oropharyngeal carcinoma: A deep-learning approach. J Oral Pathol Med 2023;52:919-929. [PMID: 37701976 DOI: 10.1111/jop.13482] [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: 03/27/2023] [Revised: 08/09/2023] [Accepted: 08/30/2023] [Indexed: 09/14/2023]
25
Vollmer A, Nagler S, Hörner M, Hartmann S, Brands RC, Breitenbücher N, Straub A, Kübler A, Vollmer M, Gubik S, Lang G, Wollborn J, Saravi B. Performance of artificial intelligence-based algorithms to predict prolonged length of stay after head and neck cancer surgery. Heliyon 2023;9:e20752. [PMID: 37928044 PMCID: PMC10623164 DOI: 10.1016/j.heliyon.2023.e20752] [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: 06/22/2023] [Revised: 10/04/2023] [Accepted: 10/05/2023] [Indexed: 11/07/2023]  Open
26
Theis M, Block W, Luetkens JA, Attenberger UI, Nowak S, Sprinkart AM. Direct deep learning-based survival prediction from pre-interventional CT prior to transcatheter aortic valve replacement. Eur J Radiol 2023;168:111150. [PMID: 37844428 DOI: 10.1016/j.ejrad.2023.111150] [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: 07/12/2023] [Revised: 09/27/2023] [Accepted: 10/10/2023] [Indexed: 10/18/2023]
27
Blise KE, Sivagnanam S, Betts CB, Betre K, Kirchberger N, Tate B, Furth EE, Dias Costa A, Nowak JA, Wolpin BM, Vonderheide RH, Goecks J, Coussens LM, Byrne KT. Machine learning links T cell function and spatial localization to neoadjuvant immunotherapy and clinical outcome in pancreatic cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.20.563335. [PMID: 37961410 PMCID: PMC10634700 DOI: 10.1101/2023.10.20.563335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
28
Liu Y, Xie L, Wang D, Xia K. A deep learning algorithm with good prediction efficacy for cancer-specific survival in osteosarcoma: A retrospective study. PLoS One 2023;18:e0286841. [PMID: 37768965 PMCID: PMC10538762 DOI: 10.1371/journal.pone.0286841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 05/24/2023] [Indexed: 09/30/2023]  Open
29
Kar İ, Kocaman G, İbrahimov F, Enön S, Coşgun E, Elhan AH. Comparison of deep learning-based recurrence-free survival with random survival forest and Cox proportional hazard models in Stage-I NSCLC patients. Cancer Med 2023;12:19272-19278. [PMID: 37644818 PMCID: PMC10557877 DOI: 10.1002/cam4.6479] [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: 03/29/2023] [Revised: 08/10/2023] [Accepted: 08/16/2023] [Indexed: 08/31/2023]  Open
30
Luo J, Diao B, Wang J, Yin K, Guo S, Hong C, Guo Y. A deep-learning-based clinical risk stratification for overall survival in adolescent and young adult women with breast cancer. J Cancer Res Clin Oncol 2023;149:10423-10433. [PMID: 37277578 DOI: 10.1007/s00432-023-04955-0] [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: 05/05/2023] [Accepted: 05/31/2023] [Indexed: 06/07/2023]
31
Pereira-Prado V, Martins-Silveira F, Sicco E, Hochmann J, Isiordia-Espinoza MA, González RG, Pandiar D, Bologna-Molina R. Artificial Intelligence for Image Analysis in Oral Squamous Cell Carcinoma: A Review. Diagnostics (Basel) 2023;13:2416. [PMID: 37510160 PMCID: PMC10378350 DOI: 10.3390/diagnostics13142416] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 07/12/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023]  Open
32
So YK, Kim Z, Cheong TY, Chung MJ, Baek CH, Son YI, Seok J, Jung YS, Ahn MJ, Ahn YC, Oh D, Cho BH, Chung MK. Detection of Cancer Recurrence Using Systemic Inflammatory Markers and Machine Learning after Concurrent Chemoradiotherapy for Head and Neck Cancers. Cancers (Basel) 2023;15:3540. [PMID: 37509202 PMCID: PMC10377662 DOI: 10.3390/cancers15143540] [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: 06/01/2023] [Revised: 07/03/2023] [Accepted: 07/06/2023] [Indexed: 07/30/2023]  Open
33
Zarean Shahraki S, Azizmohammad Looha M, Mohammadi kazaj P, Aria M, Akbari A, Emami H, Asadi F, Akbari ME. Time-related survival prediction in molecular subtypes of breast cancer using time-to-event deep-learning-based models. Front Oncol 2023;13:1147604. [PMID: 37342184 PMCID: PMC10277681 DOI: 10.3389/fonc.2023.1147604] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 05/19/2023] [Indexed: 06/22/2023]  Open
34
Hatano Y, Ishihara T, Hirokawa S, Onodera O. Machine Learning Approach for the Prediction of Age-Specific Probability of SCA3 and DRPLA by Survival Curve Analysis. Neurol Genet 2023;9:e200075. [PMID: 37152445 PMCID: PMC10159758 DOI: 10.1212/nxg.0000000000200075] [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: 10/06/2022] [Accepted: 03/23/2023] [Indexed: 05/09/2023]
35
Jiang C, Wang K, Yan L, Yao H, Shi H, Lin R. Predicting the survival of patients with pancreatic neuroendocrine neoplasms using deep learning: A study based on Surveillance, Epidemiology, and End Results database. Cancer Med 2023;12:12413-12424. [PMID: 37165971 PMCID: PMC10278508 DOI: 10.1002/cam4.5949] [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: 01/20/2023] [Revised: 03/18/2023] [Accepted: 04/02/2023] [Indexed: 05/12/2023]  Open
36
Pieszko K, Shanbhag AD, Singh A, Hauser MT, Miller RJH, Liang JX, Motwani M, Kwieciński J, Sharir T, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Berman DS, Dey D, Slomka PJ. Time and event-specific deep learning for personalized risk assessment after cardiac perfusion imaging. NPJ Digit Med 2023;6:78. [PMID: 37127660 PMCID: PMC10151323 DOI: 10.1038/s41746-023-00806-x] [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: 07/27/2022] [Accepted: 03/27/2023] [Indexed: 05/03/2023]  Open
37
Vodanović M, Subašić M, Milošević D, Savić Pavičin I. Artificial Intelligence in Medicine and Dentistry. Acta Stomatol Croat 2023;57:70-84. [PMID: 37288152 PMCID: PMC10243707 DOI: 10.15644/asc57/1/8] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 03/01/2023] [Indexed: 09/14/2023]  Open
38
Matsumoto T, Walston SL, Walston M, Kabata D, Miki Y, Shiba M, Ueda D. Deep Learning-Based Time-to-Death Prediction Model for COVID-19 Patients Using Clinical Data and Chest Radiographs. J Digit Imaging 2023;36:178-188. [PMID: 35941407 PMCID: PMC9360661 DOI: 10.1007/s10278-022-00691-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 06/20/2022] [Accepted: 07/22/2022] [Indexed: 11/18/2022]  Open
39
Panigrahi S, Nanda BS, Bhuyan R, Kumar K, Ghosh S, Swarnkar T. Classifying Histopathological Images of Oral Squamous Cell Carcinoma using Deep Transfer Learning. Heliyon 2023;9:e13444. [PMID: 37101475 PMCID: PMC10123069 DOI: 10.1016/j.heliyon.2023.e13444] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 08/23/2022] [Accepted: 01/30/2023] [Indexed: 02/08/2023]  Open
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Kotevski DP, Smee RI, Vajdic CM, Field M. Empirical comparison of routinely collected electronic health record data for head and neck cancer-specific survival in machine-learnt prognostic models. Head Neck 2023;45:365-379. [PMID: 36369773 PMCID: PMC10100433 DOI: 10.1002/hed.27241] [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: 04/12/2022] [Revised: 09/21/2022] [Accepted: 11/02/2022] [Indexed: 11/13/2022]  Open
41
Machine Learning in Dentistry: A Scoping Review. J Clin Med 2023;12:jcm12030937. [PMID: 36769585 PMCID: PMC9918184 DOI: 10.3390/jcm12030937] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 01/06/2023] [Accepted: 01/23/2023] [Indexed: 01/27/2023]  Open
42
Barreiro-Ares A, Morales-Santiago A, Sendra-Portero F, Souto-Bayarri M. Impact of the Rise of Artificial Intelligence in Radiology: What Do Students Think? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023;20:1589. [PMID: 36674348 PMCID: PMC9867061 DOI: 10.3390/ijerph20021589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/12/2023] [Accepted: 01/13/2023] [Indexed: 06/17/2023]
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Kotevski DP, Smee RI, Vajdic CM, Field M. Machine Learning and Nomogram Prognostic Modeling for 2-Year Head and Neck Cancer-Specific Survival Using Electronic Health Record Data: A Multisite Study. JCO Clin Cancer Inform 2023;7:e2200128. [PMID: 36596211 DOI: 10.1200/cci.22.00128] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]  Open
44
Tran TT, Lee J, Gunathilake M, Kim J, Kim SY, Cho H, Kim J. A comparison of machine learning models and Cox proportional hazards models regarding their ability to predict the risk of gastrointestinal cancer based on metabolic syndrome and its components. Front Oncol 2023;13:1049787. [PMID: 36937438 PMCID: PMC10018751 DOI: 10.3389/fonc.2023.1049787] [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: 10/03/2022] [Accepted: 01/20/2023] [Indexed: 03/06/2023]  Open
45
Xu Z, Lim S, Shin HK, Uhm KH, Lu Y, Jung SW, Ko SJ. Risk-aware survival time prediction from whole slide pathological images. Sci Rep 2022;12:21948. [PMID: 36536017 PMCID: PMC9763255 DOI: 10.1038/s41598-022-26096-z] [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: 08/24/2022] [Accepted: 12/09/2022] [Indexed: 12/23/2022]  Open
46
Hao Y, Jing XY, Sun Q. Joint learning sample similarity and correlation representation for cancer survival prediction. BMC Bioinformatics 2022;23:553. [PMID: 36536289 PMCID: PMC9761951 DOI: 10.1186/s12859-022-05110-1] [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: 08/25/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022]  Open
47
Singh T, Malik G, Someshwar S, Le HTT, Polavarapu R, Chavali LN, Melethadathil N, Sundararajan VS, Valadi J, Kavi Kishor PB, Suravajhala P. Machine Learning Heuristics on Gingivobuccal Cancer Gene Datasets Reveals Key Candidate Attributes for Prognosis. Genes (Basel) 2022;13:genes13122379. [PMID: 36553647 PMCID: PMC9777687 DOI: 10.3390/genes13122379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 11/28/2022] [Accepted: 12/07/2022] [Indexed: 12/23/2022]  Open
48
Volpe S, Isaksson LJ, Zaffaroni M, Pepa M, Raimondi S, Botta F, Lo Presti G, Vincini MG, Rampinelli C, Cremonesi M, de Marinis F, Spaggiari L, Gandini S, Guckenberger M, Orecchia R, Jereczek-Fossa BA. Impact of image filtering and assessment of volume-confounding effects on CT radiomic features and derived survival models in non-small cell lung cancer. Transl Lung Cancer Res 2022;11:2452-2463. [PMID: 36636424 PMCID: PMC9830263 DOI: 10.21037/tlcr-22-248] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 08/31/2022] [Indexed: 11/24/2022]
49
Risk of Mortality Prediction Involving Time-Varying Covariates for Patients with Heart Failure Using Deep Learning. Diagnostics (Basel) 2022;12:diagnostics12122947. [PMID: 36552953 PMCID: PMC9777280 DOI: 10.3390/diagnostics12122947] [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: 11/05/2022] [Revised: 11/17/2022] [Accepted: 11/18/2022] [Indexed: 11/26/2022]  Open
50
Li Y, Brendel M, Wu N, Ge W, Zhang H, Rietschel P, Quek RGW, Pouliot JF, Wang F, Harnett J. Machine learning models for identifying predictors of clinical outcomes with first-line immune checkpoint inhibitor therapy in advanced non-small cell lung cancer. Sci Rep 2022;12:17670. [PMID: 36271096 PMCID: PMC9586943 DOI: 10.1038/s41598-022-20061-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 09/08/2022] [Indexed: 01/18/2023]  Open
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