Deep learning based detection of collateral circulation in coronary angiographies

Autor: Hatfaludi, Cosmin-Andrei, Bunescu, Daniel, Ciusdel, Costin Florian, Serban, Alex, Bose, Karl, Oppel, Marc, Schroder, Stephanie, Seehase, Christopher, Langer, Harald F., Erdmann, Jeanette, Nording, Henry, Itu, Lucian Mihai

Coronary artery disease (CAD) is the dominant cause of death and hospitalization across the globe. Atherosclerosis, an inflammatory condition that gradually narrows arteries and has potentially fatal effects, is the most frequent cause of CAD. Noneth

Externí odkaz: http://arxiv.org/abs/2403.12055

Deep neural networks for ECG-free cardiac phase and end-diastolic frame detection on coronary angiographies

Autor: Ciusdel, Costin, Turcea, Alexandru, Puiu, Andrei, Itu, Lucian ^*, Calmac, Lucian, Weiss, Emma, Margineanu, Cornelia, Badila, Elisabeta, Berger, Martin, Redel, Thomas, Passerini, Tiziano, Gulsun, Mehmet, Sharma, Puneet

Publikováno v: In Computerized Medical Imaging and Graphics September 2020 84

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A framework for validating AI in precision medicine: considerations from the European ITFoC consortium

Autor: Tsopra, Rosy, Fernandez, Xose, Luchinat, Claudio, Alberghina, Lilia, Lehrach, Hans, Vanoni, Marco, Dreher, Felix, Sezerman, O Ugur, Cuggia, Marc, de Tayrac, Marie, Miklasevics, Edvins, Itu, Lucian Mihai, Geanta, Marius, Ogilvie, Lesley, Godey, Florence, Boldisor, Cristian Nicolae, Campillo-Gimenez, Boris, Cioroboiu, Cosmina, Ciusdel, Costin Florian, Coman, Simona, Hijano Cubelos, Oliver, Itu, Alina, Lange, Bodo, Le Gallo, Matthieu, Lespagnol, Alexandra, Mauri, Giancarlo, Soykam, H Okan, Rance, Bastien, Turano, Paola, Tenori, Leonardo, Vignoli, Alessia, Wierling, Christoph, Benhabiles, Nora, Burgun, Anita, Sezerman, O.Ugur, Soykam, H.Okan

Publikováno v: BMC Medical Informatics and Decision Making
BMC Medical Informatics and Decision Making, 2021, 21 (1), pp.274. ⟨10.1186/s12911-021-01634-3⟩
BMC Medical Informatics and Decision Making, BioMed Central, 2021, 21 (1), pp.274. ⟨10.1186/s12911-021-01634-3⟩
BMC Medical Informatics and Decision Making, Vol 21, Iss 1, Pp 1-14 (2021)

International audience; Abstract Background Artificial intelligence (AI) has the potential to transform our healthcare systems significantly. New AI technologies based on machine learning approaches should play a key role in clinical decision-making

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid_dedup__::f4a6da8cf5ab6041fe4d94cfca693431
https://www.hal.inserm.fr/inserm-03373629/file/s12911-021-01634-3.pdf