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Techn. Fakultät Willkommen am Institut für Informatik FAU-Logo

Florin Cristian Ghesu M. Sc.

Researcher in the Learning Approaches for Medical Big Data Analysis (LAMBDA) group at the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Medical Image Understanding: Advancing state-of-the-art through integration of medical knowledge

Publications

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2017 (4 Publications, Talks and Patents)
Journal Articles
Efficient Medical Image Parsing (3rd Chapter)
Deep Learning for Medical Image Analysis (1st Edition), vol. 1, no. 1, pp. 67-104, 2017 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Christlein, Vincent; Ghesu, Florin Cristian; Würfl, Tobias; Maier, Andreas; Isensee, Fabian; Kohl, Simon; Neher, Peter; Maier-Hein, Klaus
Bildverarbeitung für die Medizin 2017, Heidelberg, 12.03.2017, pp. 6-7, 2017, ISBN 978-3-662-54345-0 (BiBTeX, Who cited this?)
Talks
Deep Learning: Advancing the State-of-the-Art in Medical Image Analysis (Talk)
at DKFZ (Tutorial BVM-Workshop) in Heidelberg (12.03)
Christlein, Vincent; Ghesu, Florin Cristian; Maier, Andreas; Würfl, Tobias; Isensee, Fabian; Maier-Hein, Klaus; Neher, Peter; Kohl, Simon
Deep Learning: Advancing the State-of-the-Art in Medical Image Analysis (Talk)
at Deutsches Krebsforschungszentrum in der Helmholtz-Gemeinschaft (Bildverarbeitung für die Medizin 2007) in Heidelberg (12.03)
2016 (5 Publications, Talks and Patents)
Journal Articles
Ghesu, Florin Cristian; Edward Krubasik; Bogdan Georgescu; Vivek Singh; Yefeng Zheng; Hornegger, Joachim; Dorin Comaniciu
IEEE Transactions on Medical Imaging (Special Issue), vol. 35, no. 5, pp. 1217-1228, 2016 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 (19th International Conference on Medical Image Computing & Computer-Assisted Intervention), Athen, 17-21.10.2016, vol. 3, pp. 432-440, 2016 (BiBTeX, Who cited this?)
Ghesu, Florin Cristian; Georgescu, Bogdan; Mansi, Tommaso; Neumann, Dominik; Hornegger, Joachim; Comaniciu, Dorin
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 (International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016), Athens, 19.10.2016, pp. 229-237, 2016 (BiBTeX, Who cited this?)
Talks
Efficient Deep Learning Architectures for 3D-4D Medical Image Analysis (Talk)
at Charité - Universitätsmedizin (BVM Award) in Berlin (15.03)
An Artificial Agent for Anatomical Landmark Detection in Medical Images (Talk)
at MICCAI (International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016) in Athens (19.10)
2015 (2 Publications, Talks and Patents)
Articles in Conference Proceedings
Ghesu, Florin Cristian; Georgescu, Bogdan; Zheng, Yefeng; Hornegger, Joachim; Comaniciu, Dorin
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich (Medical Image Computing and Computer-Assisted Intervention), Munich, 06.10.2015 - 08.10.2015, pp. 710-718, 2015 (BiBTeX, Who cited this?)
Talks
Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data (Talk)
at TUM (18th International Conference on Medical Image Computing and Computer-Assisted Intervention) in München (06.09)
2014 (2 Publications, Talks and Patents)
Articles in Conference Proceedings
Ghesu, Florin Cristian; Wels, Michael; Jerebko, Anna; Sühling, Michael; Hornegger, Joachim; Kelm, B. Michael
Pectoral Muscle Detection in Digital Breast Tomosynthesis and Mammography
Medical Computer Vision. Large Data in Medical Imaging (Third International MICCAI Workshop, MCV 2013), Nagoya, Japan, 26.09.2013, pp. 148-157, 2014 (BiBTeX, Who cited this?)
2013 (1 Publications, Talks and Patents)
Talks
Pectoral Muscle Detection in Digital Breast Tomosynthesis and Mammography (Talk)
at Nagoya University (Medical Computer Vision. Large Data in Medical Imaging (Third International MICCAI Workshop)) in Nagoya, Japan (26.09)