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For: Yang L, Dong D, Fang M, Zhu Y, Zang Y, Liu Z, Zhang H, Ying J, Zhao X, Tian J. Can CT-based radiomics signature predict KRAS/NRAS/BRAF mutations in colorectal cancer? Eur Radiol 2018;28:2058-2067. [DOI: 10.1007/s00330-017-5146-8] [Citation(s) in RCA: 108] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 10/13/2017] [Accepted: 10/18/2017] [Indexed: 12/22/2022]
Number Cited by Other Article(s)
1
Chen L, Wang X, Wang S, Zhao X, Yan Y, Yuan M, Sun S. Development of a non-contrast CT-based radiomics nomogram for early prediction of delayed cerebral ischemia in aneurysmal subarachnoid hemorrhage. BMC Med Imaging 2025;25:182. [PMID: 40410679 PMCID: PMC12102826 DOI: 10.1186/s12880-025-01722-0] [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] [Received: 02/18/2025] [Accepted: 05/11/2025] [Indexed: 05/25/2025]  Open
2
Fish JE, Eleti S, Power N, Nandra G. Imaging of young-onset colorectal cancer: what the radiologist needs to know. Abdom Radiol (NY) 2025:10.1007/s00261-025-04976-y. [PMID: 40382481 DOI: 10.1007/s00261-025-04976-y] [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: 03/07/2025] [Revised: 04/19/2025] [Accepted: 04/27/2025] [Indexed: 05/20/2025]
3
Zhou C, Zhang YF, Yang ZJ, Huang YQ, Da MX. Computed tomography-based deep learning radiomics model for preoperative prediction of tumor immune microenvironment in colorectal cancer. World J Gastrointest Oncol 2025;17:106103. [DOI: 10.4251/wjgo.v17.i5.106103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2025] [Revised: 03/08/2025] [Accepted: 03/31/2025] [Indexed: 05/15/2025]  Open
4
Zhou B, Tan H, Wang Y, Huang B, Wang Z, Zhang S, Zhu X, Wang Z, Zhou J, Cao Y. A computed tomography-based radiomics prediction model for BRAF mutation status in colorectal cancer. Abdom Radiol (NY) 2025:10.1007/s00261-025-04983-z. [PMID: 40369261 DOI: 10.1007/s00261-025-04983-z] [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: 01/19/2025] [Revised: 04/11/2025] [Accepted: 05/01/2025] [Indexed: 05/16/2025]
5
Zhang P, Wei L, Nie Z, Hu P, Zheng J, Lv J, Cui T, Liu C, Lan X. Research on the developments of artificial intelligence in radiomics for oncology over the past decade: a bibliometric and visualized analysis. Discov Oncol 2025;16:763. [PMID: 40366503 PMCID: PMC12078899 DOI: 10.1007/s12672-025-02590-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2025] [Accepted: 05/06/2025] [Indexed: 05/15/2025]  Open
6
Wang W, Zhang Q, Fan S, Wang Y, Le X, Ai M, Du C, Feng J, Li C. Prediction of KRAS gene mutations in colorectal cancer using a CT-based radiomic model. Front Med (Lausanne) 2025;12:1592497. [PMID: 40421293 PMCID: PMC12104245 DOI: 10.3389/fmed.2025.1592497] [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: 03/12/2025] [Accepted: 04/28/2025] [Indexed: 05/28/2025]  Open
7
Zhang B, Wang K, Xu T, Zhu H, Wang K, Wang J, Xiang Y, He X, Zhu S, An C, Yan D. Deep learning model for predicting the RAS oncogene status in colorectal cancer liver metastases. J Cancer Res Ther 2025;21:362-370. [PMID: 40317140 DOI: 10.4103/jcrt.jcrt_1910_24] [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: 09/30/2023] [Accepted: 12/09/2024] [Indexed: 05/07/2025]
8
Gan Y, Hu Q, Shen Q, Lin P, Qian Q, Zhuo M, Xue E, Chen Z. Comparison of Intratumoral and Peritumoral Deep Learning, Radiomics, and Fusion Models for Predicting KRAS Gene Mutations in Rectal Cancer Based on Endorectal Ultrasound Imaging. Ann Surg Oncol 2025;32:3019-3030. [PMID: 39690384 DOI: 10.1245/s10434-024-16697-5] [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: 08/21/2024] [Accepted: 11/29/2024] [Indexed: 12/19/2024]
9
Fan S, Wang J, Hou Y, Cui X, Feng Z, Qi L, Liu J, Bian K, Liang J, Ye Z, Zheng S, Ma W. MRI-based multiregional radiomics for desmoplastic reaction classification and prognosis stratification in stage II rectal cancer: A bicenter study. Eur J Radiol 2025;183:111888. [PMID: 39705910 DOI: 10.1016/j.ejrad.2024.111888] [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: 10/12/2024] [Revised: 11/22/2024] [Accepted: 12/11/2024] [Indexed: 12/23/2024]
10
Jin Z, Zou Q, Zhou T, Xue T. Preoperative prediction of early recurrence in patients with BRAF mutant colorectal cancer using a intergrated nomogram. Sci Rep 2024;14:25320. [PMID: 39455810 PMCID: PMC11512039 DOI: 10.1038/s41598-024-77256-2] [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: 05/23/2024] [Accepted: 10/21/2024] [Indexed: 10/28/2024]  Open
11
Murmu A, Győrffy B. Artificial intelligence methods available for cancer research. Front Med 2024;18:778-797. [PMID: 39115792 DOI: 10.1007/s11684-024-1085-3] [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: 01/03/2024] [Accepted: 05/17/2024] [Indexed: 11/01/2024]
12
Cai M, Zhao L, Qiang Y, Wang L, Zhao J. CHNet: A multi-task global-local Collaborative Hybrid Network for KRAS mutation status prediction in colorectal cancer. Artif Intell Med 2024;155:102931. [PMID: 39094228 DOI: 10.1016/j.artmed.2024.102931] [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: 09/25/2023] [Revised: 06/29/2024] [Accepted: 07/03/2024] [Indexed: 08/04/2024]
13
Nardone V, Marmorino F, Germani MM, Cichowska-Cwalińska N, Menditti VS, Gallo P, Studiale V, Taravella A, Landi M, Reginelli A, Cappabianca S, Girnyi S, Cwalinski T, Boccardi V, Goyal A, Skokowski J, Oviedo RJ, Abou-Mrad A, Marano L. The Role of Artificial Intelligence on Tumor Boards: Perspectives from Surgeons, Medical Oncologists and Radiation Oncologists. Curr Oncol 2024;31:4984-5007. [PMID: 39329997 PMCID: PMC11431448 DOI: 10.3390/curroncol31090369] [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: 07/29/2024] [Revised: 08/24/2024] [Accepted: 08/26/2024] [Indexed: 09/28/2024]  Open
14
Paverd H, Zormpas-Petridis K, Clayton H, Burge S, Crispin-Ortuzar M. Radiology and multi-scale data integration for precision oncology. NPJ Precis Oncol 2024;8:158. [PMID: 39060351 PMCID: PMC11282284 DOI: 10.1038/s41698-024-00656-0] [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: 01/19/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024]  Open
15
Chen L, Zhu W, Zhang W, Chen E, Zhou W. Magnetic resonance imaging radiomics-based prediction of severe inflammatory response in locally advanced rectal cancer patients after neoadjuvant radiochemotherapy. Langenbecks Arch Surg 2024;409:218. [PMID: 39017754 PMCID: PMC11255083 DOI: 10.1007/s00423-024-03416-7] [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: 10/19/2023] [Accepted: 07/12/2024] [Indexed: 07/18/2024]
16
Li M, Yuan Y, Zhou H, Feng F, Xu G. A multicenter study: predicting KRAS mutation and prognosis in colorectal cancer through a CT-based radiomics nomogram. Abdom Radiol (NY) 2024;49:1816-1828. [PMID: 38393357 DOI: 10.1007/s00261-024-04218-7] [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: 11/23/2023] [Revised: 01/16/2024] [Accepted: 01/17/2024] [Indexed: 02/25/2024]
17
Yin S, Ding N, Ji Y, Qiao Z, Yuan J, Chi J, Jin L. The value of CT radiomics combined with deep transfer learning in predicting the nature of gallbladder polypoid lesions. Acta Radiol 2024;65:554-564. [PMID: 38623640 DOI: 10.1177/02841851241245970] [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] [Indexed: 04/17/2024]
18
Ma Y, Guo Y, Cui W, Liu J, Li Y, Wang Y, Qiang Y. SG-Transunet: A segmentation-guided Transformer U-Net model for KRAS gene mutation status identification in colorectal cancer. Comput Biol Med 2024;173:108293. [PMID: 38574528 DOI: 10.1016/j.compbiomed.2024.108293] [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: 12/19/2023] [Revised: 02/28/2024] [Accepted: 03/12/2024] [Indexed: 04/06/2024]
19
Xue T, Wan X, Zhou T, Zou Q, Ma C, Chen J. Potential value of CT-based comprehensive nomogram in predicting occult lymph node metastasis of esophageal squamous cell paralaryngeal nerves: a two-center study. J Transl Med 2024;22:399. [PMID: 38689366 PMCID: PMC11059581 DOI: 10.1186/s12967-024-05217-4] [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: 01/26/2024] [Accepted: 04/16/2024] [Indexed: 05/02/2024]  Open
20
Zhao H, Su Y, Wang Y, Lyu Z, Xu P, Gu W, Tian L, Fu P. Using tumor habitat-derived radiomic analysis during pretreatment 18F-FDG PET for predicting KRAS/NRAS/BRAF mutations in colorectal cancer. Cancer Imaging 2024;24:26. [PMID: 38342905 PMCID: PMC10860234 DOI: 10.1186/s40644-024-00670-2] [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: 08/14/2023] [Accepted: 01/29/2024] [Indexed: 02/13/2024]  Open
21
Lo CM, Jiang JK, Lin CC. Detecting microsatellite instability in colorectal cancer using Transformer-based colonoscopy image classification and retrieval. PLoS One 2024;19:e0292277. [PMID: 38271352 PMCID: PMC10810505 DOI: 10.1371/journal.pone.0292277] [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: 03/25/2023] [Accepted: 09/15/2023] [Indexed: 01/27/2024]  Open
22
Xie Z, Zhang Q, Wang X, Chen Y, Deng Y, Lin H, Wu J, Huang X, Xu Z, Chi P. Development and validation of a novel radiomics nomogram for prediction of early recurrence in colorectal cancer. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023;49:107118. [PMID: 37844471 DOI: 10.1016/j.ejso.2023.107118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/25/2023] [Accepted: 10/10/2023] [Indexed: 10/18/2023]
23
Lin Z, Gu W, Guo Q, Xiao M, Li R, Deng L, Li Y, Cui Y, Li H, Qiang J. Multisequence MRI-based radiomics model for predicting POLE mutation status in patients with endometrial cancer. Br J Radiol 2023;96:20221063. [PMID: 37660398 PMCID: PMC10607390 DOI: 10.1259/bjr.20221063] [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: 11/12/2022] [Revised: 07/19/2023] [Accepted: 07/28/2023] [Indexed: 09/05/2023]  Open
24
Cao Y, Zhang J, Huang L, Zhao Z, Zhang G, Ren J, Li H, Zhang H, Guo B, Wang Z, Xing Y, Zhou J. Construction of prediction model for KRAS mutation status of colorectal cancer based on CT radiomics. Jpn J Radiol 2023;41:1236-1246. [PMID: 37311935 PMCID: PMC10613595 DOI: 10.1007/s11604-023-01458-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 06/04/2023] [Indexed: 06/15/2023]
25
Granata V, Fusco R, De Muzio F, Brunese MC, Setola SV, Ottaiano A, Cardone C, Avallone A, Patrone R, Pradella S, Miele V, Tatangelo F, Cutolo C, Maggialetti N, Caruso D, Izzo F, Petrillo A. Radiomics and machine learning analysis by computed tomography and magnetic resonance imaging in colorectal liver metastases prognostic assessment. LA RADIOLOGIA MEDICA 2023;128:1310-1332. [PMID: 37697033 DOI: 10.1007/s11547-023-01710-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 08/22/2023] [Indexed: 09/13/2023]
26
Wu KC, Chen SW, Hsieh TC, Yen KY, Chang CJ, Kuo YC, Hsu YJ, Chang RF, Kao CH. Imaging prediction of KRAS mutation in patients with rectal cancer through deep metric learning using pretreatment [18F]Fluorodeoxyglucose positron emission tomography/computed tomography. Br J Radiol 2023;96:20230243. [PMID: 37750945 PMCID: PMC10607399 DOI: 10.1259/bjr.20230243] [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: 03/13/2023] [Revised: 06/12/2023] [Accepted: 09/14/2023] [Indexed: 09/27/2023]  Open
27
Shen L, Du L, Hu Y, Chen X, Hou Z, Yan Z, Wang X. MRI-based radiomics model for distinguishing Stage I endometrial carcinoma from endometrial polyp: a multicenter study. Acta Radiol 2023;64:2651-2658. [PMID: 37291882 DOI: 10.1177/02841851231175249] [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] [Indexed: 06/10/2023]
28
Liu Z, Duan T, Zhang Y, Weng S, Xu H, Ren Y, Zhang Z, Han X. Radiogenomics: a key component of precision cancer medicine. Br J Cancer 2023;129:741-753. [PMID: 37414827 PMCID: PMC10449908 DOI: 10.1038/s41416-023-02317-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 05/02/2023] [Accepted: 06/12/2023] [Indexed: 07/08/2023]  Open
29
Li W, Li Y, Liu X, Wang L, Chen W, Qian X, Zheng X, Chen J, Liu Y, Lin L. Machine learning-based radiomics for predicting BRAF-V600E mutations in ameloblastoma. Front Immunol 2023;14:1180908. [PMID: 37646022 PMCID: PMC10461083 DOI: 10.3389/fimmu.2023.1180908] [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: 03/06/2023] [Accepted: 07/31/2023] [Indexed: 09/01/2023]  Open
30
Agyekum EA, Wang YG, Xu FJ, Akortia D, Ren YZ, Chambers KH, Wang X, Taupa JO, Qian XQ. Predicting BRAFV600E mutations in papillary thyroid carcinoma using six machine learning algorithms based on ultrasound elastography. Sci Rep 2023;13:12604. [PMID: 37537230 PMCID: PMC10400539 DOI: 10.1038/s41598-023-39747-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 07/30/2023] [Indexed: 08/05/2023]  Open
31
Li M, Xu G, Chen Q, Xue T, Peng H, Wang Y, Shi H, Duan S, Feng F. Computed Tomography-based Radiomics Nomogram for the Preoperative Prediction of Tumor Deposits and Clinical Outcomes in Colon Cancer: a Multicenter Study. Acad Radiol 2023;30:1572-1583. [PMID: 36566155 DOI: 10.1016/j.acra.2022.11.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 10/16/2022] [Accepted: 11/07/2022] [Indexed: 12/24/2022]
32
Li M, Xu G, Zhou H, Chen Q, Fan Q, Shi J, Duan S, Cui Y, Feng F. Computed tomography-based radiomics nomogram for the pre-operative prediction of BRAF mutation and clinical outcomes in patients with colorectal cancer: a double-center study. Br J Radiol 2023;96:20230019. [PMID: 37195006 PMCID: PMC10392655 DOI: 10.1259/bjr.20230019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 04/10/2023] [Accepted: 04/23/2023] [Indexed: 05/18/2023]  Open
33
Porto-Álvarez J, Cernadas E, Aldaz Martínez R, Fernández-Delgado M, Huelga Zapico E, González-Castro V, Baleato-González S, García-Figueiras R, Antúnez-López JR, Souto-Bayarri M. CT-Based Radiomics to Predict KRAS Mutation in CRC Patients Using a Machine Learning Algorithm: A Retrospective Study. Biomedicines 2023;11:2144. [PMID: 37626641 PMCID: PMC10452272 DOI: 10.3390/biomedicines11082144] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 07/27/2023] [Accepted: 07/28/2023] [Indexed: 08/27/2023]  Open
34
Lo CM, Yang YW, Lin JK, Lin TC, Chen WS, Yang SH, Chang SC, Wang HS, Lan YT, Lin HH, Huang SC, Cheng HH, Jiang JK, Lin CC. Modeling the survival of colorectal cancer patients based on colonoscopic features in a feature ensemble vision transformer. Comput Med Imaging Graph 2023;107:102242. [PMID: 37172354 DOI: 10.1016/j.compmedimag.2023.102242] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 05/05/2023] [Accepted: 05/07/2023] [Indexed: 05/14/2023]
35
Alyami AS. The Role of Radiomics in Fibrosis Crohn's Disease: A Review. Diagnostics (Basel) 2023;13:diagnostics13091623. [PMID: 37175014 PMCID: PMC10178496 DOI: 10.3390/diagnostics13091623] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 04/22/2023] [Accepted: 04/24/2023] [Indexed: 05/15/2023]  Open
36
Liu Y, Wei X, Feng X, Liu Y, Feng G, Du Y. Repeatability of radiomics studies in colorectal cancer: a systematic review. BMC Gastroenterol 2023;23:125. [PMID: 37059990 PMCID: PMC10105401 DOI: 10.1186/s12876-023-02743-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 03/22/2023] [Indexed: 04/16/2023]  Open
37
Zhang X, Cui C, Zhao S, Xie L, Tian Y. Cardiac magnetic resonance radiomics for disease classification. Eur Radiol 2023;33:2312-2323. [PMID: 36378251 DOI: 10.1007/s00330-022-09236-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Revised: 10/07/2022] [Accepted: 10/12/2022] [Indexed: 11/17/2022]
38
Granata V, Fusco R, Setola SV, Galdiero R, Maggialetti N, Patrone R, Ottaiano A, Nasti G, Silvestro L, Cassata A, Grassi F, Avallone A, Izzo F, Petrillo A. Colorectal liver metastases patients prognostic assessment: prospects and limits of radiomics and radiogenomics. Infect Agent Cancer 2023;18:18. [PMID: 36927442 PMCID: PMC10018963 DOI: 10.1186/s13027-023-00495-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/07/2023] [Indexed: 03/18/2023]  Open
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Wang J, Xiong X, Zou J, Fu J, Yin Y, Ye J. Combination of Hematoma Volume and Perihematoma Radiomics Analysis on Baseline CT Scan Predicts the Growth of Perihematomal Edema. Clin Neuroradiol 2023;33:199-209. [PMID: 35943522 DOI: 10.1007/s00062-022-01201-x] [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: 02/23/2022] [Accepted: 07/11/2022] [Indexed: 11/28/2022]
40
Predicting gene mutation status via artificial intelligence technologies based on multimodal integration (MMI) to advance precision oncology. Semin Cancer Biol 2023;91:1-15. [PMID: 36801447 DOI: 10.1016/j.semcancer.2023.02.006] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 01/30/2023] [Accepted: 02/15/2023] [Indexed: 02/21/2023]
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Granata V, Fusco R, De Muzio F, Cutolo C, Grassi F, Brunese MC, Simonetti I, Catalano O, Gabelloni M, Pradella S, Danti G, Flammia F, Borgheresi A, Agostini A, Bruno F, Palumbo P, Ottaiano A, Izzo F, Giovagnoni A, Barile A, Gandolfo N, Miele V. Risk Assessment and Cholangiocarcinoma: Diagnostic Management and Artificial Intelligence. BIOLOGY 2023;12:213. [PMID: 36829492 PMCID: PMC9952965 DOI: 10.3390/biology12020213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/21/2023] [Accepted: 01/25/2023] [Indexed: 01/31/2023]
42
Yang YC, Dou Y, Wang ZW, Yin RH, Pan CJ, Duan SF, Tang XQ. Prediction of myocardial ischemia in coronary heart disease patients using a CCTA-Based radiomic nomogram. Front Cardiovasc Med 2023;10:1024773. [PMID: 36742075 PMCID: PMC9893015 DOI: 10.3389/fcvm.2023.1024773] [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: 08/22/2022] [Accepted: 01/03/2023] [Indexed: 01/20/2023]  Open
43
Xi C, Du R, Wang R, Wang Y, Hou L, Luan M, Zheng X, Huang H, Liang Z, Ding X, Luo Q, Shen C. AI‐BRAF V600E : A deep convolutional neural network for BRAF V600E mutation status prediction of thyroid nodules using ultrasound images. VIEW 2023. [DOI: 10.1002/viw.20220057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]  Open
44
Granata V, Fusco R, Setola SV, Galdiero R, Maggialetti N, Silvestro L, De Bellis M, Di Girolamo E, Grazzini G, Chiti G, Brunese MC, Belli A, Patrone R, Palaia R, Avallone A, Petrillo A, Izzo F. Risk Assessment and Pancreatic Cancer: Diagnostic Management and Artificial Intelligence. Cancers (Basel) 2023;15:351. [PMID: 36672301 PMCID: PMC9857317 DOI: 10.3390/cancers15020351] [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: 11/16/2022] [Revised: 12/30/2022] [Accepted: 01/03/2023] [Indexed: 01/06/2023]  Open
45
Chen P, Yang Z, Zhang H, Huang G, Li Q, Ning P, Yu H. Personalized intrahepatic cholangiocarcinoma prognosis prediction using radiomics: Application and development trend. Front Oncol 2023;13:1133867. [PMID: 37035147 PMCID: PMC10076873 DOI: 10.3389/fonc.2023.1133867] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 03/13/2023] [Indexed: 04/11/2023]  Open
46
Yu MM, Shi D, Li Q, Li JB, Li Q, Yu RS. KRAS mutation status between left- and right-sided colorectal cancer: are there any differences in computed tomography? Jpn J Radiol 2023;41:83-91. [PMID: 35976561 DOI: 10.1007/s11604-022-01326-6] [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: 06/15/2022] [Accepted: 08/03/2022] [Indexed: 02/07/2023]
47
Li M, Gu H, Xue T, Peng H, Chen Q, Zhu X, Duan S, Feng F. CT-based radiomics nomogram for the pre-operative prediction of lymphovascular invasion in colorectal cancer: a multicenter study. Br J Radiol 2023;96:20220568. [PMID: 36318241 PMCID: PMC10997017 DOI: 10.1259/bjr.20220568] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 09/20/2022] [Accepted: 10/11/2022] [Indexed: 11/05/2022]  Open
48
Kong Y, Xu M, Wei X, Qian D, Yin Y, Huang Z, Gu W, Zhou L. CT imaging-based radiomics signatures improve prognosis prediction in postoperative colorectal cancer. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 2023;31:1281-1294. [PMID: 37638470 DOI: 10.3233/xst-230090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
49
Stoehr F, Kloeckner R, Pinto dos Santos D, Schnier M, Müller L, Mähringer-Kunz A, Dratsch T, Schotten S, Weinmann A, Galle PR, Mittler J, Düber C, Hahn F. Radiomics-Based Prediction of Future Portal Vein Tumor Infiltration in Patients with HCC-A Proof-of-Concept Study. Cancers (Basel) 2022;14:cancers14246036. [PMID: 36551521 PMCID: PMC9775514 DOI: 10.3390/cancers14246036] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 12/05/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]  Open
50
Grassi G, Laino ME, Fantini MC, Argiolas GM, Cherchi MV, Nicola R, Gerosa C, Cerrone G, Mannelli L, Balestrieri A, Suri JS, Carriero A, Saba L. Advanced imaging and Crohn's disease: An overview of clinical application and the added value of artificial intelligence. Eur J Radiol 2022;157:110551. [PMID: 36279627 DOI: 10.1016/j.ejrad.2022.110551] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 09/23/2022] [Accepted: 09/27/2022] [Indexed: 11/03/2022]
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