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Swarm Learning for decentralized and confidential clinical machine learning.
Warnat-Herresthal S, Schultze H, Shastry KL, Manamohan S, Mukherjee S, Garg V, Sarveswara R, Händler K, Pickkers P, Aziz NA, Ktena S, Tran F, Bitzer M, Ossowski S, Casadei N, Herr C, Petersheim D, Behrends U, Kern F, Fehlmann T, Schommers P, Lehmann C, Augustin M, Rybniker J, Altmüller J, Mishra N, Bernardes JP, Krämer B, Bonaguro L, Schulte-Schrepping J, De Domenico E, Siever C, Kraut M, Desai M, Monnet B, Saridaki M, Siegel CM, Drews A, Nuesch-Germano M, Theis H, Heyckendorf J, Schreiber S, Kim-Hellmuth S; COVID-19 Aachen Study (COVAS); Nattermann J, Skowasch D, Kurth I, Keller A, Bals R, Nürnberg P, Rieß O, Rosenstiel P, Netea MG, Theis F, Mukherjee S, Backes M, Aschenbrenner AC, Ulas T; Deutsche COVID-19 Omics Initiative (DeCOI); Breteler MMB, Giamarellos-Bourboulis EJ, Kox M, Becker M, Cheran S, Woodacre MS, Goh EL, Schultze JL. Warnat-Herresthal S, et al. Among authors: cheran s. Nature. 2021 Jun;594(7862):265-270. doi: 10.1038/s41586-021-03583-3. Epub 2021 May 26. Nature. 2021. PMID: 34040261 Free PMC article.
MAGIC-5: an Italian mammographic database of digitised images for research.
Tangaro S, Bellotti R, De Carlo F, Gargano G, Lattanzio E, Monno P, Massafra R, Delogu P, Fantacci ME, Retico A, Bazzocchi M, Bagnasco S, Cerello P, Cheran SC, Lopez Torres E, Zanon E, Lauria A, Sodano A, Cascio D, Fauci F, Magro R, Raso G, Ienzi R, Bottigli U, Masala GL, Oliva P, Meloni G, Caricato AP, Cataldo R. Tangaro S, et al. Among authors: cheran sc. Radiol Med. 2008 Jun;113(4):477-85. doi: 10.1007/s11547-008-0282-5. Epub 2008 Jun 6. Radiol Med. 2008. PMID: 18536871 English, Italian.
A massive lesion detection algorithm in mammography.
Fauci F, Raso G, Magro R, Forni G, Lauria A, Bagnasco S, Cerello P, Cheran SC, Lopez Torres E, Bellotti R, Carlo FD, Gargano G, Tangaro S, Mitri ID, Nunzio GD, Cataldo R. Fauci F, et al. Among authors: cheran sc. Phys Med. 2005 January-March;21(1):23-30. doi: 10.1016/S1120-1797(05)80016-X. Phys Med. 2005. PMID: 18348842
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: cheran sc. Med Phys. 2006 Aug;33(8):3066-75. doi: 10.1118/1.2214177. Med Phys. 2006. PMID: 16964885
GPCALMA: a Grid-based tool for mammographic screening.
Cerello P, Bagnasco S, Bottigli U, Cheran SC, Delogu P, Fantacci ME, Fauci F, Forni G, Lauria A, Lopez Torres E, Magro R, Masala GL, Oliva P, Palmiero R, Ramello L, Raso G, Retico A, Sitta M, Stumbo S, Tangaro S, Zanon E. Cerello P, et al. Among authors: cheran sc. Methods Inf Med. 2005;44(2):244-8. Methods Inf Med. 2005. PMID: 15924184
12 results