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ORCIDIrem Cetin
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Books and Theses
- 2022
[b1]Irem Cetin:
Interpretable machine learning through radiomics and attribute-regularized neural networks for cardiology. Pompeu Fabra University, Spain, 2022
Journal Articles
- 2023
- [j2]Irem Cetin
, Maialen Stephens, Oscar Camara, Miguel Ángel González Ballester:
Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders. Comput. Medical Imaging Graph. 104: 102158 (2023) - 2018
- [j1]Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jäger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin:
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37(11): 2514-2525 (2018)
Conference and Workshop Papers
- 2019
- [c2]Irem Cetin, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir:
A Radiomics Approach to Analyze Cardiac Alterations in Hypertension. ISBI 2019: 640-643 - 2017
- [c1]Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir:
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. STACOM@MICCAI 2017: 82-90
Informal and Other Publications
- 2022
- [i3]Irem Cetin, Oscar Camara, Miguel Ángel González Ballester:
Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders. CoRR abs/2203.10417 (2022) - 2020
- [i2]Irem Cetin, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir:
A radiomics approach to analyze cardiac alterations in hypertension. CoRR abs/2007.10717 (2020) - 2019
- [i1]Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir:
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. CoRR abs/1909.11854 (2019)
Coauthor Index
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