Towards deep learning based estimation of fracture risk in osteoporosis patients. - Costin Florian Ciusdel; Anamaria Vizitiu; Florin Moldoveanu; Constantin Suciu; Lucian Mihai Itu (TSP, 2017)

Effect of Linearization in a WNT Signaling Model. - Costin Florian Ciusdel; Simona Coman; Cristian Nicolae Boldisor; T. Kessler; A. Muradyan; A. Kovachev; Hans Lehrach; Christoph K. Wierling; Lucian Mihai Itu (Comput. Math. Methods Medicine, 2019)

Deep learning models based on automatic labeling with application in echocardiography. - Manuela Danu; Costin Florian Ciusdel; Lucian Mihai Itu (ICSTCC, 2020)

Deep neural networks for ECG-free cardiac phase and end-diastolic frame detection on coronary angiographies. - Costin Florian Ciusdel; Alexandru Turcea; Andrei Puiu; Lucian Mihai Itu; Lucian Calmac; Emma Weiss; Cornelia Margineanu; Elisabeta Badila; Martin Berger 002; Thomas Redel; Tiziano Passerini; Mehmet Akif Gülsün; et al. (Comput. Medical Imaging Graph., 2020)

A framework for validating AI in precision medicine: considerations from the European ITFoC consortium. - Rosy Tsopra; Xosé M. Fernández; Claudio Luchinat; Lilia Alberghina; Hans Lehrach; Marco Vanoni; Felix Dreher 002; Osman Ugur Sezerman; Marc Cuggia; Marie de Tayrac; Edvins Miklasevics; Lucian Mihai Itu; et al. (BMC Medical Informatics Decis. Mak., 2021)

Deep Learning Based Detection of Collateral Circulation in Coronary Angiographies. - Cosmin-Andrei Hatfaludi; Daniel Bunescu; Costin Florian Ciusdel; Alex Serban; Karl Böse; Marc Oppel; Stephanie Schröder; Christopher Seehase; Harald F. Langer; Jeanette Erdmann; Henry Nording; Lucian Mihai Itu (CBMS, 2023)

ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies. - Costin Florian Ciusdel; Alex Serban; Tiziano Passerini (CoRR, 2025)