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For: Song J, Yin Y, Wang H, Chang Z, Liu Z, Cui L. A review of original articles published in the emerging field of radiomics. Eur J Radiol 2020;127:108991. [PMID: 32334372 DOI: 10.1016/j.ejrad.2020.108991] [Citation(s) in RCA: 101] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 03/06/2020] [Accepted: 04/03/2020] [Indexed: 12/18/2022]
Number Cited by Other Article(s)
1
Collie D, Chang Z, Meehan J, Wright SH, Cousens C, Moore J, Todd H, Savage J, Brown H, Gray CD, MacGillivray TJ, Griffiths DJ, Eckert CE, Storer N, Gray M. Radiomic Feature Characteristics of Ovine Pulmonary Adenocarcinoma. Vet Sci 2025;12:400. [PMID: 40431493 PMCID: PMC12115574 DOI: 10.3390/vetsci12050400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2025] [Revised: 04/04/2025] [Accepted: 04/21/2025] [Indexed: 05/29/2025]  Open
2
Vargas A, Hernandez N, Ramirez AB, Pertuz S. Breast cancer detection from ultrasound computed tomography imaging using radiomic analysis: in silico trial. Med Phys 2025;52:2465-2474. [PMID: 40019373 DOI: 10.1002/mp.17710] [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: 05/16/2024] [Revised: 12/09/2024] [Accepted: 12/22/2024] [Indexed: 03/01/2025]  Open
3
Yuan YH, Zhang H, Xu WL, Dong D, Gao PH, Zhang CJ, Guo Y, Tong LL, Gong FC. Comparison of 2D and 3D radiomics features with conventional features based on contrast-enhanced CT images for preoperative prediction the risk of thymic epithelial tumors. Radiol Oncol 2025;59:69-78. [PMID: 40014788 PMCID: PMC11867572 DOI: 10.2478/raon-2025-0016] [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: 07/31/2024] [Accepted: 01/27/2025] [Indexed: 03/01/2025]  Open
4
Collie D, Cousens C, Wright S, Chang Z, Meehan J, Brown H, Gray CD, MacGillivray TJ, Griffiths DJ, Eckert CE, Storer N, Gray M. Spatial encoding and growth-related change of sheep lung radiomic features. Front Vet Sci 2025;12:1495278. [PMID: 40078215 PMCID: PMC11897008 DOI: 10.3389/fvets.2025.1495278] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 01/29/2025] [Indexed: 03/14/2025]  Open
5
Fusco R, Granata V, Setola SV, Trovato P, Galdiero R, Mattace Raso M, Maio F, Porto A, Pariante P, Cerciello V, Sorgente E, Pecori B, Castaldo M, Izzo F, Petrillo A. The application of radiomics in cancer imaging with a focus on lung cancer, renal cell carcinoma, gastrointestinal cancer, and head and neck cancer: A systematic review. Phys Med 2025;130:104891. [PMID: 39787678 DOI: 10.1016/j.ejmp.2025.104891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Revised: 12/31/2024] [Accepted: 01/02/2025] [Indexed: 01/12/2025]  Open
6
Zhang H, Lu T, Wang L, Xing Y, Hu Y, Xu Z, Lu J, Yang J, Chu J, Zhang B, Zhong J. Robustness of radiomics within photon-counting detector CT: impact of acquisition and reconstruction factors. Eur Radiol 2025:10.1007/s00330-025-11374-x. [PMID: 39890616 DOI: 10.1007/s00330-025-11374-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: 08/30/2024] [Revised: 12/14/2024] [Accepted: 12/20/2024] [Indexed: 02/03/2025]
7
Tang N, Pan S, Zhang Q, Zhou J, Zuo Z, Jiang R, Sheng J. Radiomics for prediction of perineural invasion in colorectal cancer: a systematic review and meta-analysis. Abdom Radiol (NY) 2025:10.1007/s00261-024-04713-x. [PMID: 39841228 DOI: 10.1007/s00261-024-04713-x] [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: 09/10/2024] [Revised: 11/16/2024] [Accepted: 11/19/2024] [Indexed: 01/23/2025]
8
Jiang J, Rezaeitaleshmahalleh M, Tang J, Gemmette J, Pandey A. Improving rupture status prediction for intracranial aneurysms using wall shear stress informatics. Acta Neurochir (Wien) 2025;167:15. [PMID: 39812848 PMCID: PMC11735576 DOI: 10.1007/s00701-024-06404-4] [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: 02/22/2024] [Accepted: 12/11/2024] [Indexed: 01/16/2025]
9
Ferrari R, Trinci M, Casinelli A, Treballi F, Leone E, Caruso D, Polici M, Faggioni L, Neri E, Galluzzo M. Radiomics in radiology: What the radiologist needs to know about technical aspects and clinical impact. LA RADIOLOGIA MEDICA 2024;129:1751-1765. [PMID: 39472389 DOI: 10.1007/s11547-024-01904-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 10/16/2024] [Indexed: 12/17/2024]
10
Lyu GW, Tong T, Yang GD, Zhao J, Xu ZF, Zheng N, Zhang ZF. Bibliometric and visual analysis of radiomics for evaluating lymph node status in oncology. Front Med (Lausanne) 2024;11:1501652. [PMID: 39610679 PMCID: PMC11602298 DOI: 10.3389/fmed.2024.1501652] [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: 09/25/2024] [Accepted: 10/28/2024] [Indexed: 11/30/2024]  Open
11
Beddok A, Orlhac F, Rozenblum L, Calugaru V, Créhange G, Dercle L, Nioche C, Thariat J, Marin T, El Fakhri G, Buvat I. Radiomics-driven personalized radiotherapy for primary and recurrent tumors: A general review with a focus on reirradiation. Cancer Radiother 2024;28:597-602. [PMID: 39406602 DOI: 10.1016/j.canrad.2024.09.002] [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: 08/30/2024] [Accepted: 09/02/2024] [Indexed: 11/03/2024]
12
Kocak B, Ponsiglione A, Stanzione A, Ugga L, Klontzas ME, Cannella R, Cuocolo R. CLEAR guideline for radiomics: Early insights into current reporting practices endorsed by EuSoMII. Eur J Radiol 2024;181:111788. [PMID: 39437630 DOI: 10.1016/j.ejrad.2024.111788] [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: 08/07/2024] [Revised: 10/07/2024] [Accepted: 10/12/2024] [Indexed: 10/25/2024]
13
Davis NM, El-Said E, Fortune P, Shen A, Succi MD. Transforming Health Care Landscapes: The Lever of Radiology Research and Innovation on Emerging Markets Poised for Aggressive Growth. J Am Coll Radiol 2024;21:1552-1556. [PMID: 39096946 DOI: 10.1016/j.jacr.2024.07.010] [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: 07/30/2024] [Indexed: 08/05/2024]
14
Hu Y, Geng Y, Wang H, Chen H, Wang Z, Fu L, Huang B, Jiang W. Improved Prediction of Epidermal Growth Factor Receptor Status by Combined Radiomics of Primary Nonsmall-Cell Lung Cancer and Distant Metastasis. J Comput Assist Tomogr 2024;48:780-788. [PMID: 38498926 DOI: 10.1097/rct.0000000000001591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
15
Pérez Cáceres M, Gauvin A, Dumais F, Iorio-Morin C. A Practical Roadmap to Implementing Deep Learning Segmentation in the Clinical Neuroimaging Research Workflow. World Neurosurg 2024;189:193-200. [PMID: 38866234 DOI: 10.1016/j.wneu.2024.06.026] [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: 01/14/2024] [Revised: 06/04/2024] [Accepted: 06/05/2024] [Indexed: 06/14/2024]
16
Luo Q, Teng X, Dai M, Yang J, Cheng W, Chen K, Zhou L. Global trends in the application of fluorescence imaging in pancreatic diseases: a bibliometric and knowledge graph analysis. Front Oncol 2024;14:1383798. [PMID: 39099697 PMCID: PMC11294181 DOI: 10.3389/fonc.2024.1383798] [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: 02/10/2024] [Accepted: 07/01/2024] [Indexed: 08/06/2024]  Open
17
Schall B, Anty R, Fillatre L. Non-linear Logistic Regression applied to Radiomics. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024;2024:1-4. [PMID: 40039741 DOI: 10.1109/embc53108.2024.10782944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
18
Ponsiglione A, Gambardella M, Stanzione A, Green R, Cantoni V, Nappi C, Crocetto F, Cuocolo R, Cuocolo A, Imbriaco M. Radiomics for the identification of extraprostatic extension with prostate MRI: a systematic review and meta-analysis. Eur Radiol 2024;34:3981-3991. [PMID: 37955670 PMCID: PMC11166859 DOI: 10.1007/s00330-023-10427-3] [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: 05/02/2023] [Revised: 09/10/2023] [Accepted: 09/27/2023] [Indexed: 11/14/2023]
19
Singh S, Mohajer B, Wells SA, Garg T, Hanneman K, Takahashi T, AlDandan O, McBee MP, Jawahar A. Imaging Genomics and Multiomics: A Guide for Beginners Starting Radiomics-Based Research. Acad Radiol 2024;31:2281-2291. [PMID: 38286723 DOI: 10.1016/j.acra.2024.01.024] [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: 10/30/2023] [Revised: 01/08/2024] [Accepted: 01/12/2024] [Indexed: 01/31/2024]
20
Demircioğlu A. Applying oversampling before cross-validation will lead to high bias in radiomics. Sci Rep 2024;14:11563. [PMID: 38773233 PMCID: PMC11109211 DOI: 10.1038/s41598-024-62585-z] [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: 01/10/2024] [Accepted: 05/20/2024] [Indexed: 05/23/2024]  Open
21
Lin J, Zheng H, Jia Q, Shi J, Wang S, Wang J, Ge M. A meta-analysis of MRI radiomics-based diagnosis for BI-RADS 4 breast lesions. J Cancer Res Clin Oncol 2024;150:254. [PMID: 38748373 PMCID: PMC11096203 DOI: 10.1007/s00432-024-05697-3] [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: 02/02/2024] [Accepted: 03/11/2024] [Indexed: 05/18/2024]
22
Kocak B, Borgheresi A, Ponsiglione A, Andreychenko AE, Cavallo AU, Stanzione A, Doniselli FM, Vernuccio F, Triantafyllou M, Cannella R, Trotta R, Ghezzo S, Akinci D'Antonoli T, Cuocolo R. Explanation and Elaboration with Examples for CLEAR (CLEAR-E3): an EuSoMII Radiomics Auditing Group Initiative. Eur Radiol Exp 2024;8:72. [PMID: 38740707 PMCID: PMC11091004 DOI: 10.1186/s41747-024-00471-z] [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: 03/18/2024] [Accepted: 04/17/2024] [Indexed: 05/16/2024]  Open
23
Frood R, Mercer J, Brown P, Appelt A, Mistry H, Kochhar R, Scarsbrook A. Training and external validation of pre-treatment FDG PET-CT-based models for outcome prediction in anal squamous cell carcinoma. Eur Radiol 2024;34:3194-3204. [PMID: 37924344 PMCID: PMC11126458 DOI: 10.1007/s00330-023-10340-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/20/2023] [Accepted: 08/24/2023] [Indexed: 11/06/2023]
24
Wang K, Karalis JD, Elamir A, Bifolco A, Wachsmann M, Capretti G, Spaggiari P, Enrico S, Balasubramanian K, Fatimah N, Pontecorvi G, Nebbia M, Yopp A, Kaza R, Pedrosa I, Zeh H, Polanco P, Zerbi A, Wang J, Aguilera T, Ligorio M. Delta Radiomic Features Predict Resection Margin Status and Overall Survival in Neoadjuvant-Treated Pancreatic Cancer Patients. Ann Surg Oncol 2024;31:2608-2620. [PMID: 38151623 PMCID: PMC10908610 DOI: 10.1245/s10434-023-14805-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 12/06/2023] [Indexed: 12/29/2023]
25
Starmans MPA, Miclea RL, Vilgrain V, Ronot M, Purcell Y, Verbeek J, Niessen WJ, Ijzermans JNM, de Man RA, Doukas M, Klein S, Thomeer MG. Automated Assessment of T2-Weighted MRI to Differentiate Malignant and Benign Primary Solid Liver Lesions in Noncirrhotic Livers Using Radiomics. Acad Radiol 2024;31:870-879. [PMID: 37648580 DOI: 10.1016/j.acra.2023.07.024] [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: 03/22/2023] [Revised: 07/06/2023] [Accepted: 07/25/2023] [Indexed: 09/01/2023]
26
Shahzadi I, Seidlitz A, Beuthien-Baumann B, Zwanenburg A, Platzek I, Kotzerke J, Baumann M, Krause M, Troost EGC, Löck S. Radiomics for residual tumour detection and prognosis in newly diagnosed glioblastoma based on postoperative [11C] methionine PET and T1c-w MRI. Sci Rep 2024;14:4576. [PMID: 38403632 PMCID: PMC10894870 DOI: 10.1038/s41598-024-55092-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 02/20/2024] [Indexed: 02/27/2024]  Open
27
Demircioğlu A. The effect of data resampling methods in radiomics. Sci Rep 2024;14:2858. [PMID: 38310165 PMCID: PMC10838284 DOI: 10.1038/s41598-024-53491-5] [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: 12/12/2023] [Accepted: 02/01/2024] [Indexed: 02/05/2024]  Open
28
Demircioğlu A. The effect of feature normalization methods in radiomics. Insights Imaging 2024;15:2. [PMID: 38185786 PMCID: PMC10772134 DOI: 10.1186/s13244-023-01575-7] [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: 07/26/2023] [Accepted: 11/25/2023] [Indexed: 01/09/2024]  Open
29
Deng Y, Wang H, He L. CT radiomics to differentiate between Wilms tumor and clear cell sarcoma of the kidney in children. BMC Med Imaging 2024;24:13. [PMID: 38182986 PMCID: PMC10768092 DOI: 10.1186/s12880-023-01184-2] [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: 05/29/2023] [Accepted: 12/15/2023] [Indexed: 01/07/2024]  Open
30
Zhang R, Xu Y, Gao S, Jing Y, Li W. Observer- and radiomics model-based computed tomography classification of suppurative versus tuberculous lymphadenitis complicated with nodal necrosis of the neck in children. Pediatr Radiol 2023;53:2586-2596. [PMID: 37806973 DOI: 10.1007/s00247-023-05761-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 08/30/2023] [Accepted: 08/31/2023] [Indexed: 10/10/2023]
31
Ciarmiello A, Tutino F, Giovannini E, Milano A, Barattini M, Yosifov N, Calvi D, Setti M, Sivori M, Sani C, Bastreri A, Staffiere R, Stefanini T, Artioli S, Giovacchini G. Multivariable Risk Modelling and Survival Analysis with Machine Learning in SARS-CoV-2 Infection. J Clin Med 2023;12:7164. [PMID: 38002776 PMCID: PMC10672177 DOI: 10.3390/jcm12227164] [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: 10/10/2023] [Revised: 11/03/2023] [Accepted: 11/15/2023] [Indexed: 11/26/2023]  Open
32
Fan Y, Wang X, Dong Y, Cui E, Wang H, Sun X, Su J, Luo Y, Yu T, Jiang X. Multiregional radiomics of brain metastasis can predict response to EGFR-TKI in metastatic NSCLC. Eur Radiol 2023;33:7902-7912. [PMID: 37142868 DOI: 10.1007/s00330-023-09709-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 02/12/2023] [Accepted: 03/16/2023] [Indexed: 05/06/2023]
33
Park SY, Park JM, Kim JI, Choi CH, Chun M, Chang JH, Kim JH. Quantitative radiomics approach to assess acute radiation dermatitis in breast cancer patients. PLoS One 2023;18:e0293071. [PMID: 37883380 PMCID: PMC10602246 DOI: 10.1371/journal.pone.0293071] [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: 03/08/2023] [Accepted: 10/04/2023] [Indexed: 10/28/2023]  Open
34
Patwari M, Gutjahr R, Marcus R, Thali Y, Calvarons AF, Raupach R, Maier A. Reducing the risk of hallucinations with interpretable deep learning models for low-dose CT denoising: comparative performance analysis. Phys Med Biol 2023;68:19LT01. [PMID: 37733068 DOI: 10.1088/1361-6560/acfc11] [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: 05/18/2023] [Accepted: 09/21/2023] [Indexed: 09/22/2023]
35
Fiz F, Rossi N, Langella S, Ruzzenente A, Serenari M, Ardito F, Cucchetti A, Gallo T, Zamboni G, Mosconi C, Boldrini L, Mirarchi M, Cirillo S, De Bellis M, Pecorella I, Russolillo N, Borzi M, Vara G, Mele C, Ercolani G, Giuliante F, Ravaioli M, Guglielmi A, Ferrero A, Sollini M, Chiti A, Torzilli G, Ieva F, Viganò L. Radiomic Analysis of Intrahepatic Cholangiocarcinoma: Non-Invasive Prediction of Pathology Data: A Multicenter Study to Develop a Clinical-Radiomic Model. Cancers (Basel) 2023;15:4204. [PMID: 37686480 PMCID: PMC10486795 DOI: 10.3390/cancers15174204] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 08/08/2023] [Accepted: 08/16/2023] [Indexed: 09/10/2023]  Open
36
Zhuang X, Jin K, Lin H, Li J, Yin Y, Dong X. Can radiomics be used to detect hypoxic-ischemic encephalopathy in neonates without magnetic resonance imaging abnormalities? Pediatr Radiol 2023;53:1927-1940. [PMID: 37183229 PMCID: PMC10421781 DOI: 10.1007/s00247-023-05680-z] [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] [Received: 11/28/2022] [Revised: 04/12/2023] [Accepted: 04/13/2023] [Indexed: 05/16/2023]
37
Selby HM, Mukherjee P, Parham C, Malik SB, Gevaert O, Napel S, Shah RP. Performance of alternative manual and automated deep learning segmentation techniques for the prediction of benign and malignant lung nodules. J Med Imaging (Bellingham) 2023;10:044006. [PMID: 37564098 PMCID: PMC10411216 DOI: 10.1117/1.jmi.10.4.044006] [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: 10/04/2022] [Revised: 05/02/2023] [Accepted: 07/11/2023] [Indexed: 08/12/2023]  Open
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Zhong J, Lu J, Zhang G, Mao S, Chen H, Yin Q, Hu Y, Xing Y, Ding D, Ge X, Zhang H, Yao W. An overview of meta-analyses on radiomics: more evidence is needed to support clinical translation. Insights Imaging 2023;14:111. [PMID: 37336830 DOI: 10.1186/s13244-023-01437-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 04/14/2023] [Indexed: 06/21/2023]  Open
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Abdollahi H, Dehesh T, Abdalvand N, Rahmim A. Radiomics and dosiomics-based prediction of radiotherapy-induced xerostomia in head and neck cancer patients. Int J Radiat Biol 2023;99:1669-1683. [PMID: 37171485 DOI: 10.1080/09553002.2023.2214206] [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: 11/17/2022] [Accepted: 05/05/2023] [Indexed: 05/13/2023]
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Koechli C, Zwahlen DR, Schucht P, Windisch P. Radiomics and machine learning for predicting the consistency of benign tumors of the central nervous system: A systematic review. Eur J Radiol 2023;164:110866. [PMID: 37207398 DOI: 10.1016/j.ejrad.2023.110866] [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: 03/14/2023] [Revised: 04/28/2023] [Accepted: 05/03/2023] [Indexed: 05/21/2023]
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Qu W, Zhou Z, Yuan G, Li S, Li J, Chu Q, Zhang Q, Xie Q, Li Z, Kamel IR. Is the radiomics-clinical combined model helpful in distinguishing between pancreatic cancer and mass-forming pancreatitis? Eur J Radiol 2023;164:110857. [PMID: 37172441 DOI: 10.1016/j.ejrad.2023.110857] [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: 11/02/2022] [Revised: 03/22/2023] [Accepted: 04/28/2023] [Indexed: 05/15/2023]
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External validation of an MR-based radiomic model predictive of locoregional control in oropharyngeal cancer. Eur Radiol 2023;33:2850-2860. [PMID: 36460924 DOI: 10.1007/s00330-022-09255-8] [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: 12/24/2021] [Revised: 09/27/2022] [Accepted: 10/02/2022] [Indexed: 12/05/2022]
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Mossinelli C, Tagliabue M, Ruju F, Cammarata G, Volpe S, Raimondi S, Zaffaroni M, Isaksson JL, Garibaldi C, Cremonesi M, Corso F, Gaeta A, Emili I, Zorzi S, Alterio D, Marvaso G, Pepa M, De Fiori E, Maffini F, Preda L, Benazzo M, Jereczek-Fossa BA, Ansarin M. The role of radiomics in tongue cancer: A new tool for prognosis prediction. Head Neck 2023;45:849-861. [PMID: 36779382 DOI: 10.1002/hed.27299] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 11/08/2022] [Accepted: 12/27/2022] [Indexed: 02/14/2023]  Open
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Staal FC, Taghavi M, Hong EK, Tissier R, van Treijen M, Heeres BC, van der Zee D, Tesselaar ME, Beets-Tan RG, Maas M. CT-based radiomics to distinguish progressive from stable neuroendocrine liver metastases treated with somatostatin analogues: an explorative study. Acta Radiol 2023;64:1062-1070. [PMID: 35702011 DOI: 10.1177/02841851221106598] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Spadarella G, Stanzione A, Akinci D'Antonoli T, Andreychenko A, Fanni SC, Ugga L, Kotter E, Cuocolo R. Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative. Eur Radiol 2023;33:1884-1894. [PMID: 36282312 PMCID: PMC9935718 DOI: 10.1007/s00330-022-09187-3] [Citation(s) in RCA: 72] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 08/31/2022] [Accepted: 09/19/2022] [Indexed: 11/25/2022]
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Sha Y, Yan Q, Tan Y, Wang X, Zhang H, Yang G. Prediction of the Molecular Subtype of IDH Mutation Combined with MGMT Promoter Methylation in Gliomas via Radiomics Based on Preoperative MRI. Cancers (Basel) 2023;15:cancers15051440. [PMID: 36900232 PMCID: PMC10001198 DOI: 10.3390/cancers15051440] [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: 01/05/2023] [Revised: 02/12/2023] [Accepted: 02/21/2023] [Indexed: 03/12/2023]  Open
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Xue C, Chu WCW, Yuan J, Poon DMC, Yang B, Zhou Y, Yu SK, Cheung KY. Determining the reliable feature change in longitudinal radiomics studies: A methodological approach using the reliable change index. Med Phys 2023;50:958-969. [PMID: 36251320 DOI: 10.1002/mp.16046] [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: 04/07/2022] [Revised: 07/28/2022] [Accepted: 09/30/2022] [Indexed: 11/07/2022]  Open
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Wang L, Wen D, Yin Y, Zhang P, Wen W, Gao J, Jiang Z. Musculoskeletal Ultrasound Image-Based Radiomics for the Diagnosis of Achilles Tendinopathy in Skiers. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023;42:363-371. [PMID: 35841273 PMCID: PMC10084008 DOI: 10.1002/jum.16059] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 05/10/2022] [Accepted: 06/23/2022] [Indexed: 02/05/2023]
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Beddok A, Orlhac F, Calugaru V, Champion L, Ala Eddine C, Nioche C, Créhange G, Buvat I. [18F]-FDG PET and MRI radiomic signatures to predict the risk and the location of tumor recurrence after re-irradiation in head and neck cancer. Eur J Nucl Med Mol Imaging 2023;50:559-571. [PMID: 36282298 DOI: 10.1007/s00259-022-06000-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 10/09/2022] [Indexed: 01/11/2023]
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Isaksson LJ, Repetto M, Summers PE, Pepa M, Zaffaroni M, Vincini MG, Corrao G, Mazzola G, Rotondi M, Bellerba F, Raimondi S, Haron Z, Alessi S, Pricolo P, Mistretta F, Luzzago S, Cattani F, Musi G, De Cobelli O, Cremonesi M, Orecchia R, Torre DL, Marvaso G, Petralia G, Jereczek-Fossa BA. High-performance prediction models for prostate cancer radiomics. INFORMATICS IN MEDICINE UNLOCKED 2023. [DOI: 10.1016/j.imu.2023.101161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]  Open
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