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Can we predict pathology without surgery? Weighing the added value of multiparametric MRI and whole prostate radiomics in integrative machine learning models.
Marvaso G, Isaksson LJ, Zaffaroni M, Vincini MG, Summers PE, Pepa M, Corrao G, Mazzola GC, Rotondi M, Mastroleo F, Raimondi S, Alessi S, Pricolo P, Luzzago S, Mistretta FA, Ferro M, Cattani F, Ceci F, Musi G, De Cobelli O, Cremonesi M, Gandini S, La Torre D, Orecchia R, Petralia G, Jereczek-Fossa BA. Marvaso G, et al. Among authors: cremonesi m. Eur Radiol. 2024 Mar 20. doi: 10.1007/s00330-024-10699-3. Online ahead of print. Eur Radiol. 2024. PMID: 38507053
MRI-based radiomics signature for localized prostate cancer: a new clinical tool for cancer aggressiveness prediction? Sub-study of prospective phase II trial on ultra-hypofractionated radiotherapy (AIRC IG-13218).
Gugliandolo SG, Pepa M, Isaksson LJ, Marvaso G, Raimondi S, Botta F, Gandini S, Ciardo D, Volpe S, Riva G, Rojas DP, Zerini D, Pricolo P, Alessi S, Petralia G, Summers PE, Mistretta FA, Luzzago S, Cattani F, De Cobelli O, Cassano E, Cremonesi M, Bellomi M, Orecchia R, Jereczek-Fossa BA. Gugliandolo SG, et al. Among authors: cremonesi m. Eur Radiol. 2021 Feb;31(2):716-728. doi: 10.1007/s00330-020-07105-z. Epub 2020 Aug 27. Eur Radiol. 2021. PMID: 32852590 Clinical Trial.
Effects of MRI image normalization techniques in prostate cancer radiomics.
Isaksson LJ, Raimondi S, Botta F, Pepa M, Gugliandolo SG, De Angelis SP, Marvaso G, Petralia G, De Cobelli O, Gandini S, Cremonesi M, Cattani F, Summers P, Jereczek-Fossa BA. Isaksson LJ, et al. Among authors: cremonesi m. Phys Med. 2020 Mar;71:7-13. doi: 10.1016/j.ejmp.2020.02.007. Epub 2020 Feb 18. Phys Med. 2020. PMID: 32086149 Clinical Trial.
Reproducibility of radiomic features in CT images of NSCLC patients: an integrative analysis on the impact of acquisition and reconstruction parameters.
Rinaldi L, De Angelis SP, Raimondi S, Rizzo S, Fanciullo C, Rampinelli C, Mariani M, Lascialfari A, Cremonesi M, Orecchia R, Origgi D, Botta F. Rinaldi L, et al. Among authors: cremonesi m. Eur Radiol Exp. 2022 Jan 25;6(1):2. doi: 10.1186/s41747-021-00258-6. Eur Radiol Exp. 2022. PMID: 35075539 Free PMC article.
Quality assurance for automatically generated contours with additional deep learning.
Isaksson LJ, Summers P, Bhalerao A, Gandini S, Raimondi S, Pepa M, Zaffaroni M, Corrao G, Mazzola GC, Rotondi M, Lo Presti G, Haron Z, Alessi S, Pricolo P, Mistretta FA, Luzzago S, Cattani F, Musi G, De Cobelli O, Cremonesi M, Orecchia R, Marvaso G, Petralia G, Jereczek-Fossa BA. Isaksson LJ, et al. Among authors: cremonesi m. Insights Imaging. 2022 Aug 17;13(1):137. doi: 10.1186/s13244-022-01276-7. Insights Imaging. 2022. PMID: 35976491 Free PMC article.
Brain metastases from NSCLC treated with stereotactic radiotherapy: prediction mismatch between two different radiomic platforms.
Carloni G, Garibaldi C, Marvaso G, Volpe S, Zaffaroni M, Pepa M, Isaksson LJ, Colombo F, Durante S, Lo Presti G, Raimondi S, Spaggiari L, de Marinis F, Piperno G, Vigorito S, Gandini S, Cremonesi M, Positano V, Jereczek-Fossa BA. Carloni G, et al. Among authors: cremonesi m. Radiother Oncol. 2023 Jan;178:109424. doi: 10.1016/j.radonc.2022.11.013. Epub 2022 Nov 24. Radiother Oncol. 2023. PMID: 36435336
Impact of image filtering and assessment of volume-confounding effects on CT radiomic features and derived survival models in non-small cell lung cancer.
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. Volpe S, et al. Among authors: cremonesi m. Transl Lung Cancer Res. 2022 Dec;11(12):2452-2463. doi: 10.21037/tlcr-22-248. Transl Lung Cancer Res. 2022. PMID: 36636424 Free PMC article.
Comparison of automated segmentation techniques for magnetic resonance images of the prostate.
Isaksson LJ, Pepa M, Summers P, Zaffaroni M, Vincini MG, Corrao G, Mazzola GC, Rotondi M, Lo Presti G, Raimondi S, Gandini S, Volpe S, Haron Z, Alessi S, Pricolo P, Mistretta FA, Luzzago S, Cattani F, Musi G, Cobelli O, Cremonesi M, Orecchia R, Marvaso G, Petralia G, Jereczek-Fossa BA. Isaksson LJ, et al. Among authors: cremonesi m. BMC Med Imaging. 2023 Feb 11;23(1):32. doi: 10.1186/s12880-023-00974-y. BMC Med Imaging. 2023. PMID: 36774463 Free PMC article.
Blood- and Imaging-Derived Biomarkers for Oncological Outcome Modelling in Oropharyngeal Cancer: Exploring the Low-Hanging Fruit.
Volpe S, Gaeta A, Colombo F, Zaffaroni M, Mastroleo F, Vincini MG, Pepa M, Isaksson LJ, Turturici I, Marvaso G, Ferrari A, Cammarata G, Santamaria R, Franzetti J, Raimondi S, Botta F, Ansarin M, Gandini S, Cremonesi M, Orecchia R, Alterio D, Jereczek-Fossa BA. Volpe S, et al. Among authors: cremonesi m. Cancers (Basel). 2023 Mar 28;15(7):2022. doi: 10.3390/cancers15072022. Cancers (Basel). 2023. PMID: 37046683 Free PMC article.
Multi-omics integrative modelling for stereotactic body radiotherapy in early-stage non-small cell lung cancer: clinical trial protocol of the MONDRIAN study.
Volpe S, Zaffaroni M, Piperno G, Vincini MG, Zerella MA, Mastroleo F, Cattani F, Fodor CI, Bellerba F, Bonaldi T, Bonizzi G, Ceci F, Cremonesi M, Fusco N, Gandini S, Garibaldi C, Torre D, Noberini R, Petralia G, Spaggiari L, Venetis K, Orecchia R, Casiraghi M, Jereczek-Fossa BA. Volpe S, et al. Among authors: cremonesi m. BMC Cancer. 2023 Dec 15;23(1):1236. doi: 10.1186/s12885-023-11701-9. BMC Cancer. 2023. PMID: 38102575 Free PMC article.
372 results