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Preliminary report on harmonization of features extraction process using the ComBat tool in the multi-center "Blue Sky Radiomics" study on stage III unresectable NSCLC.
Cabini RF, Brero F, Lancia A, Stelitano C, Oneta O, Ballante E, Puppo E, Mariani M, Alì E, Bartolomeo V, Montesano M, Merizzoli E, Aluia D, Agustoni F, Stella GM, Sun R, Bianchini L, Deutsch E, Figini S, Bortolotto C, Preda L, Lascialfari A, Filippi AR. Cabini RF, et al. Among authors: figini s. Insights Imaging. 2022 Mar 7;13(1):38. doi: 10.1186/s13244-022-01171-1. Insights Imaging. 2022. PMID: 35254525 Free PMC article.
Texture analysis and machine learning to predict water T2 and fat fraction from non-quantitative MRI of thigh muscles in Facioscapulohumeral muscular dystrophy.
Felisaz PF, Colelli G, Ballante E, Solazzo F, Paoletti M, Germani G, Santini F, Deligianni X, Bergsland N, Monforte M, Tasca G, Ricci E, Bastianello S, Figini S, Pichiecchio A. Felisaz PF, et al. Among authors: figini s. Eur J Radiol. 2021 Jan;134:109460. doi: 10.1016/j.ejrad.2020.109460. Epub 2020 Dec 2. Eur J Radiol. 2021. PMID: 33296803
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria.
Lizzi F, Agosti A, Brero F, Cabini RF, Fantacci ME, Figini S, Lascialfari A, Laruina F, Oliva P, Piffer S, Postuma I, Rinaldi L, Talamonti C, Retico A. Lizzi F, et al. Among authors: figini s. Int J Comput Assist Radiol Surg. 2022 Feb;17(2):229-237. doi: 10.1007/s11548-021-02501-2. Epub 2021 Oct 26. Int J Comput Assist Radiol Surg. 2022. PMID: 34698988 Free PMC article.
A multicenter evaluation of a deep learning software (LungQuant) for lung parenchyma characterization in COVID-19 pneumonia.
Scapicchio C, Chincarini A, Ballante E, Berta L, Bicci E, Bortolotto C, Brero F, Cabini RF, Cristofalo G, Fanni SC, Fantacci ME, Figini S, Galia M, Gemma P, Grassedonio E, Lascialfari A, Lenardi C, Lionetti A, Lizzi F, Marrale M, Midiri M, Nardi C, Oliva P, Perillo N, Postuma I, Preda L, Rastrelli V, Rizzetto F, Spina N, Talamonti C, Torresin A, Vanzulli A, Volpi F, Neri E, Retico A. Scapicchio C, et al. Among authors: figini s. Eur Radiol Exp. 2023 Apr 10;7(1):18. doi: 10.1186/s41747-023-00334-z. Eur Radiol Exp. 2023. PMID: 37032383 Free PMC article.
CT and MRI radiomic features of lung cancer (NSCLC): comparison and software consistency.
Bortolotto C, Pinto A, Brero F, Messana G, Cabini RF, Postuma I, Robustelli Test A, Stella GM, Galli G, Mariani M, Figini S, Lascialfari A, Filippi AR, Bottinelli OM, Preda L. Bortolotto C, et al. Among authors: figini s. Eur Radiol Exp. 2024 Jun 17;8(1):71. doi: 10.1186/s41747-024-00468-8. Eur Radiol Exp. 2024. PMID: 38880866 Free PMC article.
Myo-regressor Deep Informed Neural NetwOrk (Myo-DINO) for fast MR parameters mapping in neuromuscular disorders.
Barzaghi L, Brero F, Cabini RF, Paoletti M, Monforte M, Lizzi F, Santini F, Deligianni X, Bergsland N, Ravaglia S, Cavagna L, Diamanti L, Bonizzoni C, Lascialfari A, Figini S, Ricci E, Postuma I, Pichiecchio A. Barzaghi L, et al. Among authors: figini s. Comput Methods Programs Biomed. 2024 Nov;256:108399. doi: 10.1016/j.cmpb.2024.108399. Epub 2024 Aug 28. Comput Methods Programs Biomed. 2024. PMID: 39236561 Free article.
Muscle diffusion tensor imaging in facioscapulohumeral muscular dystrophy.
Barzaghi L, Paoletti M, Monforte M, Bortolani S, Bonizzoni C, Thorsten F, Bergsland N, Santini F, Deligianni X, Tasca G, Ballante E, Figini S, Ricci E, Pichiecchio A. Barzaghi L, et al. Among authors: figini s. Muscle Nerve. 2024 Aug;70(2):248-256. doi: 10.1002/mus.28179. Epub 2024 Jun 14. Muscle Nerve. 2024. PMID: 38873946
27 results