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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. 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.
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. Insights Imaging. 2022 Mar 7;13(1):38. doi: 10.1186/s13244-022-01171-1. Insights Imaging. 2022. PMID: 35254525 Free PMC article.