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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. 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: lizzi f. 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.
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: lizzi f. 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.
Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients.
Allahabadi H, Amann J, Balot I, Beretta A, Binkley C, Bozenhard J, Bruneault F, Brusseau J, Candemir S, Cappellini LA, Chakraborty S, Cherciu N, Cociancig C, Coffee M, Ek I, Espinosa-Leal L, Farina D, Fieux-Castagnet G, Frauenfelder T, Gallucci A, Giuliani G, Golda A, van Halem I, Hildt E, Holm S, Kararigas G, Krier SA, Kuhne U, Lizzi F, Madai VI, Markus AF, Masis S, Mathez EW, Mureddu F, Neri E, Osika W, Ozols M, Panigutti C, Parent B, Pratesi F, Moreno-Sanchez PA, Sartor G, Savardi M, Signoroni A, Sormunen HM, Spezzatti A, Srivastava A, Stephansen AF, Theng LB, Tithi JJ, Tuominen J, Umbrello S, Vaccher F, Vetter D, Westerlund M, Wurth R, Zicari RV. Allahabadi H, et al. Among authors: lizzi f. IEEE Trans Technol Soc. 2022 Jul 29;3(4):272-289. doi: 10.1109/TTS.2022.3195114. eCollection 2022 Dec. IEEE Trans Technol Soc. 2022. PMID: 36573115 Free PMC article.
The long-term effect of a lung-ultrasound intervention on the risk for death, heart failure and myocardial infarction in dialysis patients.
Torino C, Mallamaci F, Sarafidis P, Papagianni A, Ekart R, Hojs R, Klinger M, Letachowicz K, Fliser D, Seiler-Mußler S, Lizzi F, Siamopoulos K, Balafa O, Ntounousi E, Slotki I, Shavit L, Stavroulopoulos A, Massy ZA, Seidowsky A, Battaglia Y, Martinez-Castelao A, Villalobos G, Fiaccadori E, Regolisti G, Hannedouche T, Bachelet T, Jager KJ, Dekker FW, Tripepi R, Tripepi G, Gargani L, Sicari R, Picano E, London GM, Zoccali C. Torino C, et al. Among authors: lizzi f. Nephrol Dial Transplant. 2024 Jan 31;39(2):371-374. doi: 10.1093/ndt/gfad187. Nephrol Dial Transplant. 2024. PMID: 37676030 No abstract available.
122 results