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Congenital diaphragmatic hernia: automatic lung and liver MRI segmentation with nnU-Net, reproducibility of pyradiomics features, and a machine learning application for the classification of liver herniation.
Conte L, Amodeo I, De Nunzio G, Raffaeli G, Borzani I, Persico N, Griggio A, Como G, Cascio D, Colnaghi M, Mosca F, Cavallaro G. Conte L, et al. Among authors: cascio d. Eur J Pediatr. 2024 May;183(5):2285-2300. doi: 10.1007/s00431-024-05476-9. Epub 2024 Feb 28. Eur J Pediatr. 2024. PMID: 38416256 Free PMC article.
A maChine and deep Learning Approach to predict pulmoNary hyperteNsIon in newbornS with congenital diaphragmatic Hernia (CLANNISH): Protocol for a retrospective study.
Amodeo I, De Nunzio G, Raffaeli G, Borzani I, Griggio A, Conte L, Macchini F, Condò V, Persico N, Fabietti I, Ghirardello S, Pierro M, Tafuri B, Como G, Cascio D, Colnaghi M, Mosca F, Cavallaro G. Amodeo I, et al. Among authors: cascio d. PLoS One. 2021 Nov 9;16(11):e0259724. doi: 10.1371/journal.pone.0259724. eCollection 2021. PLoS One. 2021. PMID: 34752491 Free PMC article.
A completely automated CAD system for mass detection in a large mammographic database.
Bellotti R, De Carlo F, Tangaro S, Gargano G, Maggipinto G, Castellano M, Massafra R, Cascio D, Fauci F, Magro R, Raso G, Lauria A, Forni G, Bagnasco S, Cerello P, Zanon E, Cheran SC, Lopez Torres E, Bottigli U, Masala GL, Oliva P, Retico A, Fantacci ME, Cataldo R, De Mitri I, De Nunzio G. Bellotti R, et al. Among authors: cascio d. Med Phys. 2006 Aug;33(8):3066-75. doi: 10.1118/1.2214177. Med Phys. 2006. PMID: 16964885
Computer-Assisted Classification Patterns in Autoimmune Diagnostics: The AIDA Project.
Benammar Elgaaied A, Cascio D, Bruno S, Ciaccio MC, Cipolla M, Fauci A, Morgante R, Taormina V, Gorgi Y, Marrakchi Triki R, Ben Ahmed M, Louzir H, Yalaoui S, Imene S, Issaoui Y, Abidi A, Ammar M, Bedhiafi W, Ben Fraj O, Bouhaha R, Hamdi K, Soumaya K, Neili B, Asma G, Lucchese M, Catanzaro M, Barbara V, Brusca I, Fregapane M, Amato G, Friscia G, Neila T, Turkia S, Youssra H, Rekik R, Bouokez H, Vasile Simone M, Fauci F, Raso G. Benammar Elgaaied A, et al. Among authors: cascio d. Biomed Res Int. 2016;2016:2073076. doi: 10.1155/2016/2073076. Epub 2016 Mar 3. Biomed Res Int. 2016. PMID: 27042658 Free PMC article.
204 results